Hugging Face's logo

boblaros
/
text-complexity-bilstm

Model card Files
xet
 Community
boblaros commited on
Commit
4e03a7a
·
verified ·
1 Parent(s): 5ef08f2

Upload folder using huggingface_hub

Browse files
Files changed (21) hide show
  1. dashboard/.DS_Store +0 -0
  2. dashboard/confusion/cm-glove-bilstm-train-pool.png +0 -0
  3. dashboard/confusion/internal-test-confusion-matrix.png +0 -0
  4. dashboard/curves/training-history.json +0 -66
  5. dashboard/dashboard-manifest.json +0 -187
  6. dashboard/distributions/class-distribution.json +0 -78
  7. dashboard/distributions/source-dataset-distribution.json +0 -54
  8. dashboard/figures/benchmark-test-f1.plotly.json +0 -77
  9. dashboard/figures/class-distribution.plotly.json +0 -56
  10. dashboard/figures/cross-dataset-f1.plotly.json +0 -62
  11. dashboard/figures/eval-metrics.plotly.json +0 -65
  12. dashboard/figures/source-dataset-distribution.plotly.json +0 -53
  13. dashboard/figures/training-loss.plotly.json +0 -93
  14. dashboard/metadata/experiment-config.json +0 -75
  15. dashboard/metadata/model.json +0 -88
  16. dashboard/metrics/benchmark-test.json +0 -122
  17. dashboard/metrics/cross-dataset.json +0 -47
  18. dashboard/metrics/primary-evaluation.json +0 -22
  19. dashboard/samples/prediction-samples.json +0 -114
  20. dashboard/summary/overview.json +0 -53
  21. dashboard/summary/source-audit.json +0 -1218
dashboard/.DS_Store DELETED
Binary file (10.2 kB)
 
dashboard/confusion/cm-glove-bilstm-train-pool.png DELETED
Binary file (63 kB)
 
dashboard/confusion/internal-test-confusion-matrix.png DELETED
Binary file (63 kB)
 
dashboard/curves/training-history.json DELETED
@@ -1,66 +0,0 @@
1
- {
2
- "source_file": "complexity/logs/complexity-classification_GloVe_BiLSTM_[train_pool].log",
3
- "x_axis": "epoch",
4
- "points": [
5
- {
6
- "epoch": 1,
7
- "total_epochs": 20,
8
- "train_loss": 0.8229,
9
- "val_loss": 0.7119,
10
- "val_f1_macro": 0.6324,
11
- "epoch_seconds": 79.1
12
- },
13
- {
14
- "epoch": 2,
15
- "total_epochs": 20,
16
- "train_loss": 0.488,
17
- "val_loss": 0.6723,
18
- "val_f1_macro": 0.655,
19
- "epoch_seconds": 83.1
20
- },
21
- {
22
- "epoch": 3,
23
- "total_epochs": 20,
24
- "train_loss": 0.2493,
25
- "val_loss": 0.8044,
26
- "val_f1_macro": 0.6605,
27
- "epoch_seconds": 83.2
28
- },
29
- {
30
- "epoch": 4,
31
- "total_epochs": 20,
32
- "train_loss": 0.116,
33
- "val_loss": 1.2446,
34
- "val_f1_macro": 0.6473,
35
- "epoch_seconds": 82.7
36
- },
37
- {
38
- "epoch": 5,
39
- "total_epochs": 20,
40
- "train_loss": 0.0496,
41
- "val_loss": 1.5788,
42
- "val_f1_macro": 0.6302,
43
- "epoch_seconds": 80.7
44
- },
45
- {
46
- "epoch": 6,
47
- "total_epochs": 20,
48
- "train_loss": 0.0151,
49
- "val_loss": 1.9807,
50
- "val_f1_macro": 0.6283,
51
- "epoch_seconds": 79.6
52
- }
53
- ],
54
- "best_eval_event": {
55
- "epoch": 3,
56
- "total_epochs": 20,
57
- "train_loss": 0.2493,
58
- "val_loss": 0.8044,
59
- "val_f1_macro": 0.6605,
60
- "epoch_seconds": 83.2
61
- },
62
- "notes": [
63
- "Early stopping triggered at epoch 6.",
64
- "Restored best checkpoint | val_f1=0.6605 | path=models/glove_bilstm_complexity_train_pool_20260307_163358/best_model/best.pt"
65
- ]
66
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/dashboard-manifest.json DELETED
@@ -1,187 +0,0 @@
1
- {
2
- "schema_version": "1.0.0",
3
- "generated_at": "2026-03-12T17:02:22+00:00",
4
- "bundle_builder": "generic-v1",
5
- "dashboard_root": "app/app-models/prod-model-complexity/dashboard",
6
- "model": {
7
- "model_id": "complexity-bilstm-final-v1",
8
- "display_name": "Complexity BiLSTM Final v1",
9
- "domain": "complexity",
10
- "description": "Final BiLSTM with additive attention for CEFR-based text complexity classification."
11
- },
12
- "entrypoints": {
13
- "overview": "app/app-models/prod-model-complexity/dashboard/summary/overview.json",
14
- "source_audit": "app/app-models/prod-model-complexity/dashboard/summary/source-audit.json"
15
- },
16
- "sections": [
17
- {
18
- "id": "metadata",
19
- "title": "Model Metadata",
20
- "status": "available",
21
- "description": "Model identity, runtime settings, and optional experiment configuration.",
22
- "files": [
23
- "app/app-models/prod-model-complexity/dashboard/metadata/model.json",
24
- "app/app-models/prod-model-complexity/dashboard/metadata/experiment-config.json"
25
- ]
26
- },
27
- {
28
- "id": "summary",
29
- "title": "Summary",
30
- "status": "available",
31
- "description": "Dashboard status overview and source audit for the generated bundle.",
32
- "files": [
33
- "app/app-models/prod-model-complexity/dashboard/summary/overview.json",
34
- "app/app-models/prod-model-complexity/dashboard/summary/source-audit.json"
35
- ]
36
- },
37
- {
38
- "id": "evaluation",
39
- "title": "Primary Evaluation",
40
- "status": "available",
41
- "description": "Primary validation and test metrics for the production model.",
42
- "files": [
43
- "app/app-models/prod-model-complexity/dashboard/metrics/primary-evaluation.json"
44
- ]
45
- },
46
- {
47
- "id": "benchmark",
48
- "title": "Benchmark",
49
- "status": "available",
50
- "description": "Comparison rows that place the production model in the wider benchmark context.",
51
- "files": [
52
- "app/app-models/prod-model-complexity/dashboard/metrics/benchmark-test.json",
53
- "app/app-models/prod-model-complexity/dashboard/figures/benchmark-test-f1.plotly.json"
54
- ],
55
- "charts": [
56
- "benchmark-test-f1"
57
- ]
58
- },
59
- {
60
- "id": "training_curves",
61
- "title": "Training Curves",
62
- "status": "available",
63
- "description": "Training history exported from the model training run.",
64
- "files": [
65
- "app/app-models/prod-model-complexity/dashboard/curves/training-history.json",
66
- "app/app-models/prod-model-complexity/dashboard/figures/training-loss.plotly.json",
67
- "app/app-models/prod-model-complexity/dashboard/figures/eval-metrics.plotly.json"
68
- ],
69
- "charts": [
70
- "training-loss",
71
- "eval-metrics"
72
- ]
73
- },
74
- {
75
- "id": "learning_curves",
76
- "title": "Learning Curves",
77
- "status": "not_applicable",
78
- "description": "Sample-size or checkpoint learning-curve artifacts for the domain.",
79
- "files": [],
80
- "reason": "The complexity benchmark is built around a fixed train_pool dataset rather than multiple prod-relevant train sizes."
81
- },
82
- {
83
- "id": "cross_dataset",
84
- "title": "Cross Dataset Evaluation",
85
- "status": "available",
86
- "description": "Evaluation rows produced on datasets outside the primary split.",
87
- "files": [
88
- "app/app-models/prod-model-complexity/dashboard/metrics/cross-dataset.json",
89
- "app/app-models/prod-model-complexity/dashboard/figures/cross-dataset-f1.plotly.json"
90
- ],
91
- "charts": [
92
- "cross-dataset-f1"
93
- ]
94
- },
95
- {
96
- "id": "confusion_matrix",
97
- "title": "Confusion Matrix",
98
- "status": "image_only",
99
- "description": "Static confusion-matrix image assets copied into the dashboard bundle.",
100
- "files": [
101
- "app/app-models/prod-model-complexity/dashboard/confusion/cm-glove-bilstm-train-pool.png"
102
- ]
103
- },
104
- {
105
- "id": "class_distribution",
106
- "title": "Class Distribution",
107
- "status": "missing",
108
- "description": "Class and optional source-dataset distributions derived from explicit split inputs.",
109
- "files": [],
110
- "reason": "No class_distribution source was configured."
111
- },
112
- {
113
- "id": "samples",
114
- "title": "Prediction Samples",
115
- "status": "available",
116
- "description": "Prediction examples for qualitative inspection.",
117
- "files": [
118
- "app/app-models/prod-model-complexity/dashboard/samples/prediction-samples.json"
119
- ]
120
- }
121
- ],
122
- "selected_sources": [
123
- {
124
- "category": "metadata",
125
- "path": "app/app-models/prod-model-complexity/model-config.yaml",
126
- "reason": "Production model identity, runtime settings, and label mapping."
127
- },
128
- {
129
- "category": "experiment_config",
130
- "path": "complexity/outputs/metrics/cfg_20260310_2125.json",
131
- "reason": "Experiment or evaluation config attached for traceability."
132
- },
133
- {
134
- "category": "primary_evaluation",
135
- "path": "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json",
136
- "reason": "Primary validation/test metrics for the production model."
137
- },
138
- {
139
- "category": "benchmark",
140
- "path": "complexity/outputs/metrics/results_complexity-classification.csv",
141
- "reason": "Benchmark rows used to compare the production model against peers."
142
- },
143
- {
144
- "category": "training_history",
145
- "path": "complexity/logs/complexity-classification_GloVe_BiLSTM_[train_pool].log",
146
- "reason": "Training-history artifact used to build learning and loss curves."
147
- },
148
- {
149
- "category": "cross_dataset",
150
- "path": "complexity/outputs/cross_dataset_eval/summary_latest.csv",
151
- "reason": "Cross-dataset evaluation summary rows."
152
- },
153
- {
154
- "category": "class_distribution",
155
- "path": "complexity/data/train_pool_train.parquet",
156
- "reason": "Explicit split artifacts used to derive class distributions."
157
- },
158
- {
159
- "category": "class_distribution",
160
- "path": "complexity/data/train_pool_val.parquet",
161
- "reason": "Explicit split artifacts used to derive class distributions."
162
- },
163
- {
164
- "category": "class_distribution",
165
- "path": "complexity/data/train_pool_test.parquet",
166
- "reason": "Explicit split artifacts used to derive class distributions."
167
- },
168
- {
169
- "category": "prediction_samples",
170
- "path": "complexity/outputs/metrics/manual_example_predictions.csv",
171
- "reason": "Prediction samples used for qualitative dashboard review."
172
- },
173
- {
174
- "category": "confusion_matrix",
175
- "path": "complexity/outputs/plots/confusion_matrices/cm_glove_bilstm_train_pool.png",
176
- "reason": "Confusion-matrix image copied into the dashboard bundle."
177
- }
178
- ],
179
- "notes": [
180
- "Primary evaluation uses the production GloVe BiLSTM metrics_latest.json referenced by prod-model-complexity/model-config.yaml.",
181
- "Complexity is the richest dashboard domain in the repo: internal benchmark data, external evaluation summaries, split parquets, manual sample predictions, and prod-model training logs are all present.",
182
- "Confusion matrices exist only as saved images for the production model; no numeric matrix artifact was found.",
183
- "class_distribution parsing failed for complexity/data/train_pool_train.parquet: Parquet dashboard sources require the optional pandas dependency.",
184
- "class_distribution parsing failed for complexity/data/train_pool_val.parquet: Parquet dashboard sources require the optional pandas dependency.",
185
- "class_distribution parsing failed for complexity/data/train_pool_test.parquet: Parquet dashboard sources require the optional pandas dependency."
186
- ]
187
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/distributions/class-distribution.json DELETED
@@ -1,78 +0,0 @@
1
- {
2
- "overall": [
3
- {
4
- "split": "overall",
5
- "label": "A1-A2",
6
- "count": 13598,
7
- "share": 0.304049
8
- },
9
- {
10
- "split": "overall",
11
- "label": "B1-B2",
12
- "count": 24366,
13
- "share": 0.54482
14
- },
15
- {
16
- "split": "overall",
17
- "label": "C1-C2",
18
- "count": 6759,
19
- "share": 0.15113
20
- }
21
- ],
22
- "splits": [
23
- {
24
- "split": "train",
25
- "label": "A1-A2",
26
- "count": 9518,
27
- "share": 0.304041
28
- },
29
- {
30
- "split": "train",
31
- "label": "B1-B2",
32
- "count": 17056,
33
- "share": 0.544833
34
- },
35
- {
36
- "split": "train",
37
- "label": "C1-C2",
38
- "count": 4731,
39
- "share": 0.151126
40
- },
41
- {
42
- "split": "val",
43
- "label": "A1-A2",
44
- "count": 2040,
45
- "share": 0.304069
46
- },
47
- {
48
- "split": "val",
49
- "label": "B1-B2",
50
- "count": 3655,
51
- "share": 0.544791
52
- },
53
- {
54
- "split": "val",
55
- "label": "C1-C2",
56
- "count": 1014,
57
- "share": 0.15114
58
- },
59
- {
60
- "split": "test",
61
- "label": "A1-A2",
62
- "count": 2040,
63
- "share": 0.304069
64
- },
65
- {
66
- "split": "test",
67
- "label": "B1-B2",
68
- "count": 3655,
69
- "share": 0.544791
70
- },
71
- {
72
- "split": "test",
73
- "label": "C1-C2",
74
- "count": 1014,
75
- "share": 0.15114
76
- }
77
- ]
78
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/distributions/source-dataset-distribution.json DELETED
@@ -1,54 +0,0 @@
1
- {
2
- "overall": [
3
- {
4
- "split": "overall",
5
- "source_dataset": "asap-2-0",
6
- "count": 24728,
7
- "share": 0.552915
8
- },
9
- {
10
- "split": "overall",
11
- "source_dataset": "uk-key-stage-readability-for-english-texts",
12
- "count": 19995,
13
- "share": 0.447085
14
- }
15
- ],
16
- "splits": [
17
- {
18
- "split": "train",
19
- "source_dataset": "asap-2-0",
20
- "count": 17363,
21
- "share": 0.55464
22
- },
23
- {
24
- "split": "train",
25
- "source_dataset": "uk-key-stage-readability-for-english-texts",
26
- "count": 13942,
27
- "share": 0.44536
28
- },
29
- {
30
- "split": "val",
31
- "source_dataset": "asap-2-0",
32
- "count": 3684,
33
- "share": 0.549113
34
- },
35
- {
36
- "split": "val",
37
- "source_dataset": "uk-key-stage-readability-for-english-texts",
38
- "count": 3025,
39
- "share": 0.450887
40
- },
41
- {
42
- "split": "test",
43
- "source_dataset": "asap-2-0",
44
- "count": 3681,
45
- "share": 0.548666
46
- },
47
- {
48
- "split": "test",
49
- "source_dataset": "uk-key-stage-readability-for-english-texts",
50
- "count": 3028,
51
- "share": 0.451334
52
- }
53
- ]
54
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/benchmark-test-f1.plotly.json DELETED
@@ -1,77 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "bar",
5
- "orientation": "v",
6
- "x": [
7
- "DeBERTaV3 train pool",
8
- "DistilBERT train pool",
9
- "RoBERTa train pool",
10
- "TF-IDF + SVC [train pool]",
11
- "TF-IDF + LogReg [train pool]",
12
- "GloVe BiLSTM [train pool]",
13
- "GloVe CNN [train pool]",
14
- "GloVe MLP [train pool]",
15
- "TF-IDF + XGBoost [train pool]",
16
- "Majority Class [train pool]"
17
- ],
18
- "y": [
19
- 0.7510812492382728,
20
- 0.7430667400906253,
21
- 0.7297663021875974,
22
- 0.6686789738725382,
23
- 0.6607874127954448,
24
- 0.6551661294897166,
25
- 0.6388266463257223,
26
- 0.5964460940300637,
27
- 0.534220517963146,
28
- 0.2351087096359192
29
- ],
30
- "marker": {
31
- "color": "#0f766e"
32
- },
33
- "text": [
34
- "0.751",
35
- "0.743",
36
- "0.730",
37
- "0.669",
38
- "0.661",
39
- "0.655",
40
- "0.639",
41
- "0.596",
42
- "0.534",
43
- "0.235"
44
- ],
45
- "textposition": "auto"
46
- }
47
- ],
48
- "layout": {
49
- "title": {
50
- "text": "Benchmark Comparison"
51
- },
52
- "paper_bgcolor": "white",
53
- "plot_bgcolor": "white",
54
- "font": {
55
- "family": "Arial, sans-serif",
56
- "size": 12
57
- },
58
- "margin": {
59
- "l": 60,
60
- "r": 20,
61
- "t": 60,
62
- "b": 60
63
- },
64
- "xaxis": {
65
- "title": {
66
- "text": "Model"
67
- },
68
- "automargin": true
69
- },
70
- "yaxis": {
71
- "title": {
72
- "text": "F1 Macro"
73
- },
74
- "automargin": true
75
- }
76
- }
77
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/class-distribution.plotly.json DELETED
@@ -1,56 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "bar",
5
- "orientation": "v",
6
- "x": [
7
- "A1-A2",
8
- "B1-B2",
9
- "C1-C2"
10
- ],
11
- "y": [
12
- 13598,
13
- 24366,
14
- 6759
15
- ],
16
- "marker": {
17
- "color": "#1d4ed8"
18
- },
19
- "text": [
20
- "13598",
21
- "24366",
22
- "6759"
23
- ],
24
- "textposition": "auto"
25
- }
26
- ],
27
- "layout": {
28
- "title": {
29
- "text": "Complexity Overall Class Distribution"
30
- },
31
- "paper_bgcolor": "white",
32
- "plot_bgcolor": "white",
33
- "font": {
34
- "family": "Arial, sans-serif",
35
- "size": 12
36
- },
37
- "margin": {
38
- "l": 60,
39
- "r": 20,
40
- "t": 60,
41
- "b": 60
42
- },
43
- "xaxis": {
44
- "title": {
45
- "text": "Class"
46
- },
47
- "automargin": true
48
- },
49
- "yaxis": {
50
- "title": {
51
- "text": "Count"
52
- },
53
- "automargin": true
54
- }
55
- }
56
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/cross-dataset-f1.plotly.json DELETED
@@ -1,62 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "bar",
5
- "orientation": "v",
6
- "x": [
7
- "asap_aes",
8
- "cambridge",
9
- "cerf",
10
- "commonlit",
11
- "one_stop"
12
- ],
13
- "y": [
14
- 0.355652614304878,
15
- 0.5316323731138546,
16
- 0.6026179931249024,
17
- 0.33112328650236905,
18
- 0.26832434123074517
19
- ],
20
- "marker": {
21
- "color": "#b45309"
22
- },
23
- "text": [
24
- "0.356",
25
- "0.532",
26
- "0.603",
27
- "0.331",
28
- "0.268"
29
- ],
30
- "textposition": "auto"
31
- }
32
- ],
33
- "layout": {
34
- "title": {
35
- "text": "Cross Dataset Evaluation"
36
- },
37
- "paper_bgcolor": "white",
38
- "plot_bgcolor": "white",
39
- "font": {
40
- "family": "Arial, sans-serif",
41
- "size": 12
42
- },
43
- "margin": {
44
- "l": 60,
45
- "r": 20,
46
- "t": 60,
47
- "b": 60
48
- },
49
- "xaxis": {
50
- "title": {
51
- "text": "Dataset"
52
- },
53
- "automargin": true
54
- },
55
- "yaxis": {
56
- "title": {
57
- "text": "F1 Macro"
58
- },
59
- "automargin": true
60
- }
61
- }
62
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/eval-metrics.plotly.json DELETED
@@ -1,65 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "scatter",
5
- "mode": "lines+markers",
6
- "name": "Validation F1 Macro",
7
- "x": [
8
- 1,
9
- 2,
10
- 3,
11
- 4,
12
- 5,
13
- 6
14
- ],
15
- "y": [
16
- 0.6324,
17
- 0.655,
18
- 0.6605,
19
- 0.6473,
20
- 0.6302,
21
- 0.6283
22
- ],
23
- "line": {
24
- "color": "#0f766e",
25
- "width": 2
26
- },
27
- "marker": {
28
- "size": 6
29
- }
30
- }
31
- ],
32
- "layout": {
33
- "title": {
34
- "text": "Evaluation Metrics"
35
- },
36
- "paper_bgcolor": "white",
37
- "plot_bgcolor": "white",
38
- "font": {
39
- "family": "Arial, sans-serif",
40
- "size": 12
41
- },
42
- "margin": {
43
- "l": 60,
44
- "r": 20,
45
- "t": 60,
46
- "b": 60
47
- },
48
- "xaxis": {
49
- "title": {
50
- "text": "Epoch"
51
- },
52
- "automargin": true
53
- },
54
- "yaxis": {
55
- "title": {
56
- "text": "Score"
57
- },
58
- "automargin": true
59
- },
60
- "legend": {
61
- "orientation": "h",
62
- "y": 1.12
63
- }
64
- }
65
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/source-dataset-distribution.plotly.json DELETED
@@ -1,53 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "bar",
5
- "orientation": "v",
6
- "x": [
7
- "asap-2-0",
8
- "uk-key-stage-readability-for-english-texts"
9
- ],
10
- "y": [
11
- 24728,
12
- 19995
13
- ],
14
- "marker": {
15
- "color": "#475569"
16
- },
17
- "text": [
18
- "24728",
19
- "19995"
20
- ],
21
- "textposition": "auto"
22
- }
23
- ],
24
- "layout": {
25
- "title": {
26
- "text": "Complexity Overall Source Dataset Distribution"
27
- },
28
- "paper_bgcolor": "white",
29
- "plot_bgcolor": "white",
30
- "font": {
31
- "family": "Arial, sans-serif",
32
- "size": 12
33
- },
34
- "margin": {
35
- "l": 60,
36
- "r": 20,
37
- "t": 60,
38
- "b": 60
39
- },
40
- "xaxis": {
41
- "title": {
42
- "text": "Source Dataset"
43
- },
44
- "automargin": true
45
- },
46
- "yaxis": {
47
- "title": {
48
- "text": "Count"
49
- },
50
- "automargin": true
51
- }
52
- }
53
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/figures/training-loss.plotly.json DELETED
@@ -1,93 +0,0 @@
1
- {
2
- "data": [
3
- {
4
- "type": "scatter",
5
- "mode": "lines+markers",
6
- "name": "Train Loss",
7
- "x": [
8
- 1,
9
- 2,
10
- 3,
11
- 4,
12
- 5,
13
- 6
14
- ],
15
- "y": [
16
- 0.8229,
17
- 0.488,
18
- 0.2493,
19
- 0.116,
20
- 0.0496,
21
- 0.0151
22
- ],
23
- "line": {
24
- "color": "#0f766e",
25
- "width": 2
26
- },
27
- "marker": {
28
- "size": 6
29
- }
30
- },
31
- {
32
- "type": "scatter",
33
- "mode": "lines+markers",
34
- "name": "Validation Loss",
35
- "x": [
36
- 1,
37
- 2,
38
- 3,
39
- 4,
40
- 5,
41
- 6
42
- ],
43
- "y": [
44
- 0.7119,
45
- 0.6723,
46
- 0.8044,
47
- 1.2446,
48
- 1.5788,
49
- 1.9807
50
- ],
51
- "line": {
52
- "color": "#b45309",
53
- "width": 2
54
- },
55
- "marker": {
56
- "size": 6
57
- }
58
- }
59
- ],
60
- "layout": {
61
- "title": {
62
- "text": "Training Loss"
63
- },
64
- "paper_bgcolor": "white",
65
- "plot_bgcolor": "white",
66
- "font": {
67
- "family": "Arial, sans-serif",
68
- "size": 12
69
- },
70
- "margin": {
71
- "l": 60,
72
- "r": 20,
73
- "t": 60,
74
- "b": 60
75
- },
76
- "xaxis": {
77
- "title": {
78
- "text": "Epoch"
79
- },
80
- "automargin": true
81
- },
82
- "yaxis": {
83
- "title": {
84
- "text": "Loss"
85
- },
86
- "automargin": true
87
- },
88
- "legend": {
89
- "orientation": "h",
90
- "y": 1.12
91
- }
92
- }
93
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/metadata/experiment-config.json DELETED
@@ -1,75 +0,0 @@
1
- {
2
- "seed": 42,
3
- "data_dir": "data",
4
- "output_dir": "outputs",
5
- "model_dir": "models",
6
- "log_dir": "logs",
7
- "task": "complexity-classification",
8
- "text_col": "text",
9
- "label_col": "label",
10
- "num_labels": 3,
11
- "encoded_label_col": "label_enc",
12
- "train_pool_key": "train_pool",
13
- "train_pool_datasets": [
14
- "uk_key_stage",
15
- "asap2"
16
- ],
17
- "external_eval_dataset_keys": [
18
- "one_stop",
19
- "commonlit",
20
- "cerf",
21
- "cambridge",
22
- "asap_aes"
23
- ],
24
- "split_artifact_path": "data/complexity_splits.pkl",
25
- "experiment_dataset_slug": "complexity",
26
- "run_data_prep": false,
27
- "run_transformer_eval": false,
28
- "deberta_execution_mode": "legacy_eval",
29
- "dl_train_mode": false,
30
- "prefer_cached_internal_metrics": true,
31
- "test_size": 0.15,
32
- "val_size": 0.15,
33
- "use_cv": true,
34
- "cv_folds": 5,
35
- "tfidf_word_ngrams": [
36
- 1,
37
- 2
38
- ],
39
- "use_char_ngrams": true,
40
- "class_weight": "balanced",
41
- "embedding_model": "fasttext-wiki-news-subwords-300",
42
- "embedding_dim": 300,
43
- "vocab_size": 50000,
44
- "max_seq_len": 256,
45
- "pad_token": "<PAD>",
46
- "unk_token": "<UNK>",
47
- "dl_batch_size": 64,
48
- "dl_epochs": 20,
49
- "dl_lr": 0.001,
50
- "dl_patience": 3,
51
- "dropout": 0.3,
52
- "cnn_num_filters": 128,
53
- "cnn_kernel_sizes": [
54
- 2,
55
- 3,
56
- 4
57
- ],
58
- "lstm_hidden_dim": 128,
59
- "lstm_num_layers": 2,
60
- "trf_model": "distilbert-base-uncased",
61
- "max_len": 256,
62
- "batch_size": 8,
63
- "epochs": 3,
64
- "lr": 2e-05,
65
- "device": "mps",
66
- "output_paths": {
67
- "eda": "outputs/eda",
68
- "metrics": "outputs/metrics",
69
- "runs": "outputs/runs",
70
- "plots_confusion": "outputs/plots/confusion_matrices",
71
- "plots_comparison": "outputs/plots/comparisons",
72
- "plots_learning": "outputs/plots/learning_curves",
73
- "plots_history": "outputs/plots/histories"
74
- }
75
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/metadata/model.json DELETED
@@ -1,88 +0,0 @@
1
- {
2
- "model_id": "complexity-bilstm-final-v1",
3
- "domain": "complexity",
4
- "display_name": "Complexity BiLSTM Final v1",
5
- "description": "Final BiLSTM with additive attention for CEFR-based text complexity classification.",
6
- "is_active": true,
7
- "priority": 5,
8
- "framework": {
9
- "type": "pytorch",
10
- "task": "sequence-classification",
11
- "library": "torch",
12
- "architecture": "bilstm-attention",
13
- "embeddings": "fasttext-wiki-news-subwords-300"
14
- },
15
- "artifacts": {
16
- "weights": [
17
- "models/glove_bilstm_complexity_train_pool_20260307_163358/best_model/best.pt"
18
- ],
19
- "tokenizer": [],
20
- "config": [
21
- "outputs/metrics/cfg_20260310_2125.json",
22
- "models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json"
23
- ],
24
- "vocabulary": [
25
- "models/shared/vocab.pkl"
26
- ],
27
- "label_map_file": "models/shared/class2id.json",
28
- "label_classes_file": "models/shared/label_classes.json",
29
- "label_encoder_file": "models/shared/label_encoder.pkl"
30
- },
31
- "model": {
32
- "embedding_dim": 300,
33
- "hidden_dim": 128,
34
- "num_layers": 2,
35
- "dropout": 0.3,
36
- "bidirectional": true,
37
- "attention": "additive",
38
- "vocab_size": 50000,
39
- "pad_token": "<PAD>",
40
- "unk_token": "<UNK>"
41
- },
42
- "runtime": {
43
- "max_sequence_length": 256,
44
- "truncation": true,
45
- "padding": true,
46
- "batch_size": 1,
47
- "device": "cpu",
48
- "preprocessing": "normalize_text + preprocess_from_normalized + texts_to_sequences"
49
- },
50
- "inference": {
51
- "return_probabilities": true,
52
- "confidence_method": "softmax_max"
53
- },
54
- "ui": {
55
- "domain_display_name": "Text Complexity",
56
- "color_token": "complexity",
57
- "group": "complexity-core"
58
- },
59
- "labels": {
60
- "type": "single-label-classification",
61
- "classes": [
62
- {
63
- "id": 0,
64
- "name": "A1-A2",
65
- "display_name": "A1-A2"
66
- },
67
- {
68
- "id": 1,
69
- "name": "B1-B2",
70
- "display_name": "B1-B2"
71
- },
72
- {
73
- "id": 2,
74
- "name": "C1-C2",
75
- "display_name": "C1-C2"
76
- }
77
- ]
78
- },
79
- "prod_model_dir": "app/app-models/prod-model-complexity",
80
- "artifacts_present": [
81
- "app/app-models/prod-model-complexity/.DS_Store",
82
- "app/app-models/prod-model-complexity/best.pt",
83
- "app/app-models/prod-model-complexity/label_classes.json",
84
- "app/app-models/prod-model-complexity/model-config.yaml",
85
- "app/app-models/prod-model-complexity/test_inference.ipynb",
86
- "app/app-models/prod-model-complexity/vocab.pkl"
87
- ]
88
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/metrics/benchmark-test.json DELETED
@@ -1,122 +0,0 @@
1
- [
2
- {
3
- "model": "DeBERTaV3_train_pool",
4
- "display_name": "DeBERTaV3 train pool",
5
- "family": "transformer",
6
- "split": "test",
7
- "accuracy": 0.7791026978685348,
8
- "f1_macro": 0.7510812492382728,
9
- "f1_weighted": 0.7760556709086348,
10
- "loss": 0.5336738107592773,
11
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
12
- "is_production": false
13
- },
14
- {
15
- "model": "DistilBERT_train_pool",
16
- "display_name": "DistilBERT train pool",
17
- "family": "transformer",
18
- "split": "test",
19
- "accuracy": 0.7746310925622298,
20
- "f1_macro": 0.7430667400906253,
21
- "f1_weighted": 0.7720896637566615,
22
- "loss": null,
23
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
24
- "is_production": false
25
- },
26
- {
27
- "model": "RoBERTa_train_pool",
28
- "display_name": "RoBERTa train pool",
29
- "family": "transformer",
30
- "split": "test",
31
- "accuracy": 0.7676255775823521,
32
- "f1_macro": 0.7297663021875974,
33
- "f1_weighted": 0.7644717465447768,
34
- "loss": null,
35
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
36
- "is_production": false
37
- },
38
- {
39
- "model": "TF-IDF + SVC [train_pool]",
40
- "display_name": "TF-IDF + SVC [train pool]",
41
- "family": "classical",
42
- "split": "test",
43
- "accuracy": 0.7002533909673573,
44
- "f1_macro": 0.6686789738725382,
45
- "f1_weighted": 0.699786931830328,
46
- "loss": null,
47
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
48
- "is_production": false
49
- },
50
- {
51
- "model": "TF-IDF + LogReg [train_pool]",
52
- "display_name": "TF-IDF + LogReg [train pool]",
53
- "family": "classical",
54
- "split": "test",
55
- "accuracy": 0.6835593978238188,
56
- "f1_macro": 0.6607874127954448,
57
- "f1_weighted": 0.6863970572448843,
58
- "loss": null,
59
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
60
- "is_production": false
61
- },
62
- {
63
- "model": "GloVe BiLSTM [train_pool]",
64
- "display_name": "GloVe BiLSTM [train pool]",
65
- "family": "deep",
66
- "split": "test",
67
- "accuracy": 0.6926516619466389,
68
- "f1_macro": 0.6551661294897166,
69
- "f1_weighted": 0.6923209903034657,
70
- "loss": null,
71
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
72
- "is_production": true
73
- },
74
- {
75
- "model": "GloVe CNN [train_pool]",
76
- "display_name": "GloVe CNN [train pool]",
77
- "family": "deep",
78
- "split": "test",
79
- "accuracy": 0.6795349530481443,
80
- "f1_macro": 0.6388266463257223,
81
- "f1_weighted": 0.6766999349479854,
82
- "loss": null,
83
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
84
- "is_production": false
85
- },
86
- {
87
- "model": "GloVe MLP [train_pool]",
88
- "display_name": "GloVe MLP [train pool]",
89
- "family": "deep",
90
- "split": "test",
91
- "accuracy": 0.6527053212103145,
92
- "f1_macro": 0.5964460940300637,
93
- "f1_weighted": 0.6426749637907794,
94
- "loss": null,
95
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
96
- "is_production": false
97
- },
98
- {
99
- "model": "TF-IDF + XGBoost [train_pool]",
100
- "display_name": "TF-IDF + XGBoost [train pool]",
101
- "family": "classical",
102
- "split": "test",
103
- "accuracy": 0.673870919660158,
104
- "f1_macro": 0.534220517963146,
105
- "f1_weighted": 0.6343891751219696,
106
- "loss": null,
107
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
108
- "is_production": false
109
- },
110
- {
111
- "model": "Majority Class [train_pool]",
112
- "display_name": "Majority Class [train pool]",
113
- "family": "classical",
114
- "split": "test",
115
- "accuracy": 0.5447905798181547,
116
- "f1_macro": 0.2351087096359192,
117
- "f1_weighted": 0.3842550307285518,
118
- "loss": null,
119
- "source_file": "complexity/outputs/metrics/results_complexity-classification.csv",
120
- "is_production": false
121
- }
122
- ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/metrics/cross-dataset.json DELETED
@@ -1,47 +0,0 @@
1
- [
2
- {
3
- "family": "deep",
4
- "dataset": "asap_aes",
5
- "model": "GloVe BiLSTM",
6
- "accuracy": 0.414122725871107,
7
- "f1_macro": 0.355652614304878,
8
- "f1_weighted": 0.37092120365396425,
9
- "source_file": "complexity/outputs/cross_dataset_eval/summary_latest.csv"
10
- },
11
- {
12
- "family": "deep",
13
- "dataset": "cambridge",
14
- "model": "GloVe BiLSTM",
15
- "accuracy": 0.5437956204379562,
16
- "f1_macro": 0.5316323731138546,
17
- "f1_weighted": 0.5240329218106996,
18
- "source_file": "complexity/outputs/cross_dataset_eval/summary_latest.csv"
19
- },
20
- {
21
- "family": "deep",
22
- "dataset": "cerf",
23
- "model": "GloVe BiLSTM",
24
- "accuracy": 0.5934360348292029,
25
- "f1_macro": 0.6026179931249024,
26
- "f1_weighted": 0.6005301829938762,
27
- "source_file": "complexity/outputs/cross_dataset_eval/summary_latest.csv"
28
- },
29
- {
30
- "family": "deep",
31
- "dataset": "commonlit",
32
- "model": "GloVe BiLSTM",
33
- "accuracy": 0.4262121532923989,
34
- "f1_macro": 0.33112328650236905,
35
- "f1_weighted": 0.3841412546822796,
36
- "source_file": "complexity/outputs/cross_dataset_eval/summary_latest.csv"
37
- },
38
- {
39
- "family": "deep",
40
- "dataset": "one_stop",
41
- "model": "GloVe BiLSTM",
42
- "accuracy": 0.34714003944773175,
43
- "f1_macro": 0.26832434123074517,
44
- "f1_weighted": 0.26092763705495803,
45
- "source_file": "complexity/outputs/cross_dataset_eval/summary_latest.csv"
46
- }
47
- ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/metrics/primary-evaluation.json DELETED
@@ -1,22 +0,0 @@
1
- {
2
- "model": "GloVe BiLSTM [train_pool]",
3
- "source_files": [
4
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json"
5
- ],
6
- "splits": {
7
- "val": {
8
- "accuracy": 0.682963183782978,
9
- "f1_macro": 0.6450992102932628,
10
- "f1_weighted": 0.6830474215229027
11
- },
12
- "test": {
13
- "accuracy": 0.6926516619466389,
14
- "f1_macro": 0.6551661294897166,
15
- "f1_weighted": 0.6923209903034657
16
- }
17
- },
18
- "artifact_paths": {
19
- "experiment_dir": "models/glove_bilstm_complexity_train_pool_20260307_163358",
20
- "best_checkpoint": "models/glove_bilstm_complexity_train_pool_20260307_163358/best_model/best.pt"
21
- }
22
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/samples/prediction-samples.json DELETED
@@ -1,114 +0,0 @@
1
- [
2
- {
3
- "example_id": "1",
4
- "text": "The boy has a small dog. The dog is brown and friendly.",
5
- "production_prediction": {
6
- "model": "GloVe BiLSTM",
7
- "label": "B1-B2",
8
- "confidence": 0.9545841813087463
9
- },
10
- "reference_prediction": {
11
- "model": "DeBERTaV3",
12
- "label": "B1-B2",
13
- "confidence": 0.5645282864570618
14
- }
15
- },
16
- {
17
- "example_id": "2",
18
- "text": "My sister goes to school by bus and comes home in the afternoon.",
19
- "production_prediction": {
20
- "model": "GloVe BiLSTM",
21
- "label": "A1-A2",
22
- "confidence": 0.6837078332901001
23
- },
24
- "reference_prediction": {
25
- "model": "DeBERTaV3",
26
- "label": "B1-B2",
27
- "confidence": 0.5060160160064697
28
- }
29
- },
30
- {
31
- "example_id": "3",
32
- "text": "The museum opened a new room where visitors can learn about life in ancient cities.",
33
- "production_prediction": {
34
- "model": "GloVe BiLSTM",
35
- "label": "B1-B2",
36
- "confidence": 0.521766185760498
37
- },
38
- "reference_prediction": {
39
- "model": "DeBERTaV3",
40
- "label": "B1-B2",
41
- "confidence": 0.5297347903251648
42
- }
43
- },
44
- {
45
- "example_id": "4",
46
- "text": "Although the weather forecast predicted heavy rain, the match continued because the pitch remained playable.",
47
- "production_prediction": {
48
- "model": "GloVe BiLSTM",
49
- "label": "B1-B2",
50
- "confidence": 0.6220280528068542
51
- },
52
- "reference_prediction": {
53
- "model": "DeBERTaV3",
54
- "label": "B1-B2",
55
- "confidence": 0.4810847342014313
56
- }
57
- },
58
- {
59
- "example_id": "5",
60
- "text": "Researchers compared the two groups carefully in order to determine whether the intervention had any measurable effect.",
61
- "production_prediction": {
62
- "model": "GloVe BiLSTM",
63
- "label": "B1-B2",
64
- "confidence": 0.39631497859954834
65
- },
66
- "reference_prediction": {
67
- "model": "DeBERTaV3",
68
- "label": "B1-B2",
69
- "confidence": 0.4548090994358063
70
- }
71
- },
72
- {
73
- "example_id": "6",
74
- "text": "Notwithstanding the apparent simplicity of the proposal, its implementation would require a sequence of interdependent regulatory revisions.",
75
- "production_prediction": {
76
- "model": "GloVe BiLSTM",
77
- "label": "C1-C2",
78
- "confidence": 0.9676215052604675
79
- },
80
- "reference_prediction": {
81
- "model": "DeBERTaV3",
82
- "label": "B1-B2",
83
- "confidence": 0.4681660234928131
84
- }
85
- },
86
- {
87
- "example_id": "7",
88
- "text": "The committee acknowledged that, in the absence of reliable longitudinal evidence, any definitive conclusion would remain provisional.",
89
- "production_prediction": {
90
- "model": "GloVe BiLSTM",
91
- "label": "A1-A2",
92
- "confidence": 0.4590006172657013
93
- },
94
- "reference_prediction": {
95
- "model": "DeBERTaV3",
96
- "label": "C1-C2",
97
- "confidence": 0.4668876528739929
98
- }
99
- },
100
- {
101
- "example_id": "8",
102
- "text": "By foregrounding the tension between economic efficiency and social equity, the report complicates any straightforward interpretation of the policy debate.",
103
- "production_prediction": {
104
- "model": "GloVe BiLSTM",
105
- "label": "B1-B2",
106
- "confidence": 0.3824934661388397
107
- },
108
- "reference_prediction": {
109
- "model": "DeBERTaV3",
110
- "label": "B1-B2",
111
- "confidence": 0.4470742642879486
112
- }
113
- }
114
- ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/summary/overview.json DELETED
@@ -1,53 +0,0 @@
1
- {
2
- "generated_at": "2026-03-12T17:02:22+00:00",
3
- "model": {
4
- "model_id": "complexity-bilstm-final-v1",
5
- "display_name": "Complexity BiLSTM Final v1",
6
- "domain": "complexity",
7
- "framework_type": "pytorch",
8
- "framework_architecture": "bilstm-attention"
9
- },
10
- "evaluation_highlights": {
11
- "validation": {
12
- "accuracy": 0.682963183782978,
13
- "f1_macro": 0.6450992102932628,
14
- "f1_weighted": 0.6830474215229027
15
- },
16
- "test": {
17
- "accuracy": 0.6926516619466389,
18
- "f1_macro": 0.6551661294897166,
19
- "f1_weighted": 0.6923209903034657
20
- },
21
- "benchmark_rank": {
22
- "rank": 6,
23
- "out_of": 10,
24
- "metric": "f1_macro",
25
- "score": 0.6551661294897166
26
- }
27
- },
28
- "cross_dataset_highlights": {
29
- "datasets": 5,
30
- "mean_accuracy": 0.464941,
31
- "mean_f1_macro": 0.41787,
32
- "mean_f1_weighted": 0.428111
33
- },
34
- "artifact_status": {
35
- "metadata": "available",
36
- "evaluation": "available",
37
- "benchmark": "available",
38
- "training_curves": "available",
39
- "learning_curves": "not_applicable",
40
- "cross_dataset": "available",
41
- "confusion_matrix": "image_only",
42
- "class_distribution": "missing",
43
- "samples": "available"
44
- },
45
- "notes": [
46
- "Primary evaluation uses the production GloVe BiLSTM metrics_latest.json referenced by prod-model-complexity/model-config.yaml.",
47
- "Complexity is the richest dashboard domain in the repo: internal benchmark data, external evaluation summaries, split parquets, manual sample predictions, and prod-model training logs are all present.",
48
- "Confusion matrices exist only as saved images for the production model; no numeric matrix artifact was found.",
49
- "class_distribution parsing failed for complexity/data/train_pool_train.parquet: Parquet dashboard sources require the optional pandas dependency.",
50
- "class_distribution parsing failed for complexity/data/train_pool_val.parquet: Parquet dashboard sources require the optional pandas dependency.",
51
- "class_distribution parsing failed for complexity/data/train_pool_test.parquet: Parquet dashboard sources require the optional pandas dependency."
52
- ]
53
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
dashboard/summary/source-audit.json DELETED
@@ -1,1218 +0,0 @@
1
- {
2
- "generated_at": "2026-03-12T17:02:22+00:00",
3
- "scanned_roots": [
4
- "app/app-models/prod-model-complexity",
5
- "complexity/data",
6
- "complexity/logs",
7
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs",
8
- "complexity/outputs/cross_dataset_eval",
9
- "complexity/outputs/metrics",
10
- "complexity/outputs/plots/confusion_matrices"
11
- ],
12
- "artifact_counts": {
13
- "logs": 815,
14
- "metrics_and_configs": 146,
15
- "other_structured_files": 40,
16
- "plot_images": 24,
17
- "structured_data": 11,
18
- "tabular_data": 82
19
- },
20
- "candidate_artifacts_by_category": {
21
- "logs": [
22
- "complexity/data/archive/asap-2-0/source.txt",
23
- "complexity/data/archive/asap-aes/source.txt",
24
- "complexity/data/archive/cambridge-english-readability/CAE/1.txt",
25
- "complexity/data/archive/cambridge-english-readability/CAE/10.txt",
26
- "complexity/data/archive/cambridge-english-readability/CAE/11.txt",
27
- "complexity/data/archive/cambridge-english-readability/CAE/12.txt",
28
- "complexity/data/archive/cambridge-english-readability/CAE/13.txt",
29
- "complexity/data/archive/cambridge-english-readability/CAE/14.txt",
30
- "complexity/data/archive/cambridge-english-readability/CAE/15.txt",
31
- "complexity/data/archive/cambridge-english-readability/CAE/16.txt",
32
- "complexity/data/archive/cambridge-english-readability/CAE/17.txt",
33
- "complexity/data/archive/cambridge-english-readability/CAE/18.txt",
34
- "complexity/data/archive/cambridge-english-readability/CAE/19.txt",
35
- "complexity/data/archive/cambridge-english-readability/CAE/2.txt",
36
- "complexity/data/archive/cambridge-english-readability/CAE/20.txt",
37
- "complexity/data/archive/cambridge-english-readability/CAE/21.txt",
38
- "complexity/data/archive/cambridge-english-readability/CAE/22.txt",
39
- "complexity/data/archive/cambridge-english-readability/CAE/23.txt",
40
- "complexity/data/archive/cambridge-english-readability/CAE/24.txt",
41
- "complexity/data/archive/cambridge-english-readability/CAE/25.txt",
42
- "complexity/data/archive/cambridge-english-readability/CAE/26.txt",
43
- "complexity/data/archive/cambridge-english-readability/CAE/27.txt",
44
- "complexity/data/archive/cambridge-english-readability/CAE/28.txt",
45
- "complexity/data/archive/cambridge-english-readability/CAE/29.txt",
46
- "complexity/data/archive/cambridge-english-readability/CAE/3.txt",
47
- "complexity/data/archive/cambridge-english-readability/CAE/30.txt",
48
- "complexity/data/archive/cambridge-english-readability/CAE/31.txt",
49
- "complexity/data/archive/cambridge-english-readability/CAE/32.txt",
50
- "complexity/data/archive/cambridge-english-readability/CAE/33.txt",
51
- "complexity/data/archive/cambridge-english-readability/CAE/34.txt",
52
- "complexity/data/archive/cambridge-english-readability/CAE/35.txt",
53
- "complexity/data/archive/cambridge-english-readability/CAE/36.txt",
54
- "complexity/data/archive/cambridge-english-readability/CAE/37.txt",
55
- "complexity/data/archive/cambridge-english-readability/CAE/38.txt",
56
- "complexity/data/archive/cambridge-english-readability/CAE/39.txt",
57
- "complexity/data/archive/cambridge-english-readability/CAE/4.txt",
58
- "complexity/data/archive/cambridge-english-readability/CAE/40.txt",
59
- "complexity/data/archive/cambridge-english-readability/CAE/41.txt",
60
- "complexity/data/archive/cambridge-english-readability/CAE/42.txt",
61
- "complexity/data/archive/cambridge-english-readability/CAE/43.txt",
62
- "complexity/data/archive/cambridge-english-readability/CAE/44.txt",
63
- "complexity/data/archive/cambridge-english-readability/CAE/45.txt",
64
- "complexity/data/archive/cambridge-english-readability/CAE/46.txt",
65
- "complexity/data/archive/cambridge-english-readability/CAE/47.txt",
66
- "complexity/data/archive/cambridge-english-readability/CAE/48.txt",
67
- "complexity/data/archive/cambridge-english-readability/CAE/49.txt",
68
- "complexity/data/archive/cambridge-english-readability/CAE/5.txt",
69
- "complexity/data/archive/cambridge-english-readability/CAE/50.txt",
70
- "complexity/data/archive/cambridge-english-readability/CAE/51.txt",
71
- "complexity/data/archive/cambridge-english-readability/CAE/52.txt",
72
- "complexity/data/archive/cambridge-english-readability/CAE/53.txt",
73
- "complexity/data/archive/cambridge-english-readability/CAE/54.txt",
74
- "complexity/data/archive/cambridge-english-readability/CAE/55.txt",
75
- "complexity/data/archive/cambridge-english-readability/CAE/6.txt",
76
- "complexity/data/archive/cambridge-english-readability/CAE/7.txt",
77
- "complexity/data/archive/cambridge-english-readability/CAE/8.txt",
78
- "complexity/data/archive/cambridge-english-readability/CAE/9.txt",
79
- "complexity/data/archive/cambridge-english-readability/CAE.txt",
80
- "complexity/data/archive/cambridge-english-readability/CAE_raw.txt",
81
- "complexity/data/archive/cambridge-english-readability/CPE/1.txt",
82
- "complexity/data/archive/cambridge-english-readability/CPE/10.txt",
83
- "complexity/data/archive/cambridge-english-readability/CPE/11.txt",
84
- "complexity/data/archive/cambridge-english-readability/CPE/12.txt",
85
- "complexity/data/archive/cambridge-english-readability/CPE/13.txt",
86
- "complexity/data/archive/cambridge-english-readability/CPE/14.txt",
87
- "complexity/data/archive/cambridge-english-readability/CPE/15.txt",
88
- "complexity/data/archive/cambridge-english-readability/CPE/16.txt",
89
- "complexity/data/archive/cambridge-english-readability/CPE/17.txt",
90
- "complexity/data/archive/cambridge-english-readability/CPE/18.txt",
91
- "complexity/data/archive/cambridge-english-readability/CPE/19.txt",
92
- "complexity/data/archive/cambridge-english-readability/CPE/2.txt",
93
- "complexity/data/archive/cambridge-english-readability/CPE/20.txt",
94
- "complexity/data/archive/cambridge-english-readability/CPE/21.txt",
95
- "complexity/data/archive/cambridge-english-readability/CPE/22.txt",
96
- "complexity/data/archive/cambridge-english-readability/CPE/23.txt",
97
- "complexity/data/archive/cambridge-english-readability/CPE/24.txt",
98
- "complexity/data/archive/cambridge-english-readability/CPE/25.txt",
99
- "complexity/data/archive/cambridge-english-readability/CPE/26.txt",
100
- "complexity/data/archive/cambridge-english-readability/CPE/27.txt",
101
- "complexity/data/archive/cambridge-english-readability/CPE/28.txt",
102
- "complexity/data/archive/cambridge-english-readability/CPE/29.txt",
103
- "complexity/data/archive/cambridge-english-readability/CPE/3.txt",
104
- "complexity/data/archive/cambridge-english-readability/CPE/30.txt",
105
- "complexity/data/archive/cambridge-english-readability/CPE/31.txt",
106
- "complexity/data/archive/cambridge-english-readability/CPE/32.txt",
107
- "complexity/data/archive/cambridge-english-readability/CPE/33.txt",
108
- "complexity/data/archive/cambridge-english-readability/CPE/34.txt",
109
- "complexity/data/archive/cambridge-english-readability/CPE/35.txt",
110
- "complexity/data/archive/cambridge-english-readability/CPE/36.txt",
111
- "complexity/data/archive/cambridge-english-readability/CPE/37.txt",
112
- "complexity/data/archive/cambridge-english-readability/CPE/38.txt",
113
- "complexity/data/archive/cambridge-english-readability/CPE/39.txt",
114
- "complexity/data/archive/cambridge-english-readability/CPE/4.txt",
115
- "complexity/data/archive/cambridge-english-readability/CPE/40.txt",
116
- "complexity/data/archive/cambridge-english-readability/CPE/41.txt",
117
- "complexity/data/archive/cambridge-english-readability/CPE/42.txt",
118
- "complexity/data/archive/cambridge-english-readability/CPE/43.txt",
119
- "complexity/data/archive/cambridge-english-readability/CPE/44.txt",
120
- "complexity/data/archive/cambridge-english-readability/CPE/5.txt",
121
- "complexity/data/archive/cambridge-english-readability/CPE/6.txt",
122
- "complexity/data/archive/cambridge-english-readability/CPE/7.txt",
123
- "complexity/data/archive/cambridge-english-readability/CPE/8.txt",
124
- "complexity/data/archive/cambridge-english-readability/CPE/9.txt",
125
- "complexity/data/archive/cambridge-english-readability/CPE.txt",
126
- "complexity/data/archive/cambridge-english-readability/CPE_raw.txt",
127
- "complexity/data/archive/cambridge-english-readability/FCE/1.txt",
128
- "complexity/data/archive/cambridge-english-readability/FCE/10.txt",
129
- "complexity/data/archive/cambridge-english-readability/FCE/11.txt",
130
- "complexity/data/archive/cambridge-english-readability/FCE/12.txt",
131
- "complexity/data/archive/cambridge-english-readability/FCE/13.txt",
132
- "complexity/data/archive/cambridge-english-readability/FCE/14.txt",
133
- "complexity/data/archive/cambridge-english-readability/FCE/15.txt",
134
- "complexity/data/archive/cambridge-english-readability/FCE/16.txt",
135
- "complexity/data/archive/cambridge-english-readability/FCE/17.txt",
136
- "complexity/data/archive/cambridge-english-readability/FCE/18.txt",
137
- "complexity/data/archive/cambridge-english-readability/FCE/19.txt",
138
- "complexity/data/archive/cambridge-english-readability/FCE/2.txt",
139
- "complexity/data/archive/cambridge-english-readability/FCE/20.txt",
140
- "complexity/data/archive/cambridge-english-readability/FCE/21.txt",
141
- "complexity/data/archive/cambridge-english-readability/FCE/22.txt",
142
- "complexity/data/archive/cambridge-english-readability/FCE/23.txt",
143
- "complexity/data/archive/cambridge-english-readability/FCE/24.txt",
144
- "complexity/data/archive/cambridge-english-readability/FCE/25.txt",
145
- "complexity/data/archive/cambridge-english-readability/FCE/26.txt",
146
- "complexity/data/archive/cambridge-english-readability/FCE/27.txt",
147
- "complexity/data/archive/cambridge-english-readability/FCE/28.txt",
148
- "complexity/data/archive/cambridge-english-readability/FCE/29.txt",
149
- "complexity/data/archive/cambridge-english-readability/FCE/3.txt",
150
- "complexity/data/archive/cambridge-english-readability/FCE/30.txt",
151
- "complexity/data/archive/cambridge-english-readability/FCE/31.txt",
152
- "complexity/data/archive/cambridge-english-readability/FCE/32.txt",
153
- "complexity/data/archive/cambridge-english-readability/FCE/33.txt",
154
- "complexity/data/archive/cambridge-english-readability/FCE/34.txt",
155
- "complexity/data/archive/cambridge-english-readability/FCE/35.txt",
156
- "complexity/data/archive/cambridge-english-readability/FCE/36.txt",
157
- "complexity/data/archive/cambridge-english-readability/FCE/37.txt",
158
- "complexity/data/archive/cambridge-english-readability/FCE/38.txt",
159
- "complexity/data/archive/cambridge-english-readability/FCE/39.txt",
160
- "complexity/data/archive/cambridge-english-readability/FCE/4.txt",
161
- "complexity/data/archive/cambridge-english-readability/FCE/40.txt",
162
- "complexity/data/archive/cambridge-english-readability/FCE/41.txt",
163
- "complexity/data/archive/cambridge-english-readability/FCE/42.txt",
164
- "complexity/data/archive/cambridge-english-readability/FCE/43.txt",
165
- "complexity/data/archive/cambridge-english-readability/FCE/44.txt",
166
- "complexity/data/archive/cambridge-english-readability/FCE/45.txt",
167
- "complexity/data/archive/cambridge-english-readability/FCE/46.txt",
168
- "complexity/data/archive/cambridge-english-readability/FCE/47.txt",
169
- "complexity/data/archive/cambridge-english-readability/FCE/48.txt",
170
- "complexity/data/archive/cambridge-english-readability/FCE/49.txt",
171
- "complexity/data/archive/cambridge-english-readability/FCE/5.txt",
172
- "complexity/data/archive/cambridge-english-readability/FCE/50.txt",
173
- "complexity/data/archive/cambridge-english-readability/FCE/51.txt",
174
- "complexity/data/archive/cambridge-english-readability/FCE/52.txt",
175
- "complexity/data/archive/cambridge-english-readability/FCE/53.txt",
176
- "complexity/data/archive/cambridge-english-readability/FCE/54.txt",
177
- "complexity/data/archive/cambridge-english-readability/FCE/55.txt",
178
- "complexity/data/archive/cambridge-english-readability/FCE/56.txt",
179
- "complexity/data/archive/cambridge-english-readability/FCE/57.txt",
180
- "complexity/data/archive/cambridge-english-readability/FCE/58.txt",
181
- "complexity/data/archive/cambridge-english-readability/FCE/59.txt",
182
- "complexity/data/archive/cambridge-english-readability/FCE/6.txt",
183
- "complexity/data/archive/cambridge-english-readability/FCE/60.txt",
184
- "complexity/data/archive/cambridge-english-readability/FCE/61.txt",
185
- "complexity/data/archive/cambridge-english-readability/FCE/62.txt",
186
- "complexity/data/archive/cambridge-english-readability/FCE/63.txt",
187
- "complexity/data/archive/cambridge-english-readability/FCE/64.txt",
188
- "complexity/data/archive/cambridge-english-readability/FCE/65.txt",
189
- "complexity/data/archive/cambridge-english-readability/FCE/66.txt",
190
- "complexity/data/archive/cambridge-english-readability/FCE/67.txt",
191
- "complexity/data/archive/cambridge-english-readability/FCE/7.txt",
192
- "complexity/data/archive/cambridge-english-readability/FCE/8.txt",
193
- "complexity/data/archive/cambridge-english-readability/FCE/9.txt",
194
- "complexity/data/archive/cambridge-english-readability/FCE.txt",
195
- "complexity/data/archive/cambridge-english-readability/FCE_raw.txt",
196
- "complexity/data/archive/cambridge-english-readability/KET/1.txt",
197
- "complexity/data/archive/cambridge-english-readability/KET/10.txt",
198
- "complexity/data/archive/cambridge-english-readability/KET/11.txt",
199
- "complexity/data/archive/cambridge-english-readability/KET/12.txt",
200
- "complexity/data/archive/cambridge-english-readability/KET/13.txt",
201
- "complexity/data/archive/cambridge-english-readability/KET/14.txt",
202
- "complexity/data/archive/cambridge-english-readability/KET/15.txt",
203
- "complexity/data/archive/cambridge-english-readability/KET/16.txt",
204
- "complexity/data/archive/cambridge-english-readability/KET/17.txt",
205
- "complexity/data/archive/cambridge-english-readability/KET/18.txt",
206
- "complexity/data/archive/cambridge-english-readability/KET/19.txt",
207
- "complexity/data/archive/cambridge-english-readability/KET/2.txt",
208
- "complexity/data/archive/cambridge-english-readability/KET/20.txt",
209
- "complexity/data/archive/cambridge-english-readability/KET/21.txt",
210
- "complexity/data/archive/cambridge-english-readability/KET/22.txt",
211
- "complexity/data/archive/cambridge-english-readability/KET/23.txt",
212
- "complexity/data/archive/cambridge-english-readability/KET/24.txt",
213
- "complexity/data/archive/cambridge-english-readability/KET/25.txt",
214
- "complexity/data/archive/cambridge-english-readability/KET/26.txt",
215
- "complexity/data/archive/cambridge-english-readability/KET/27.txt",
216
- "complexity/data/archive/cambridge-english-readability/KET/28.txt",
217
- "complexity/data/archive/cambridge-english-readability/KET/29.txt",
218
- "complexity/data/archive/cambridge-english-readability/KET/3.txt",
219
- "complexity/data/archive/cambridge-english-readability/KET/30.txt",
220
- "complexity/data/archive/cambridge-english-readability/KET/31.txt",
221
- "complexity/data/archive/cambridge-english-readability/KET/32.txt",
222
- "complexity/data/archive/cambridge-english-readability/KET/33.txt",
223
- "complexity/data/archive/cambridge-english-readability/KET/34.txt",
224
- "complexity/data/archive/cambridge-english-readability/KET/35.txt",
225
- "complexity/data/archive/cambridge-english-readability/KET/36.txt",
226
- "complexity/data/archive/cambridge-english-readability/KET/37.txt",
227
- "complexity/data/archive/cambridge-english-readability/KET/38.txt",
228
- "complexity/data/archive/cambridge-english-readability/KET/39.txt",
229
- "complexity/data/archive/cambridge-english-readability/KET/4.txt",
230
- "complexity/data/archive/cambridge-english-readability/KET/40.txt",
231
- "complexity/data/archive/cambridge-english-readability/KET/41.txt",
232
- "complexity/data/archive/cambridge-english-readability/KET/42.txt",
233
- "complexity/data/archive/cambridge-english-readability/KET/43.txt",
234
- "complexity/data/archive/cambridge-english-readability/KET/44.txt",
235
- "complexity/data/archive/cambridge-english-readability/KET/45.txt",
236
- "complexity/data/archive/cambridge-english-readability/KET/46.txt",
237
- "complexity/data/archive/cambridge-english-readability/KET/47.txt",
238
- "complexity/data/archive/cambridge-english-readability/KET/48.txt",
239
- "complexity/data/archive/cambridge-english-readability/KET/49.txt",
240
- "complexity/data/archive/cambridge-english-readability/KET/5.txt",
241
- "complexity/data/archive/cambridge-english-readability/KET/50.txt",
242
- "complexity/data/archive/cambridge-english-readability/KET/51.txt",
243
- "complexity/data/archive/cambridge-english-readability/KET/52.txt",
244
- "complexity/data/archive/cambridge-english-readability/KET/53.txt",
245
- "complexity/data/archive/cambridge-english-readability/KET/54.txt",
246
- "complexity/data/archive/cambridge-english-readability/KET/55.txt",
247
- "complexity/data/archive/cambridge-english-readability/KET/56.txt",
248
- "complexity/data/archive/cambridge-english-readability/KET/57.txt",
249
- "complexity/data/archive/cambridge-english-readability/KET/58.txt",
250
- "complexity/data/archive/cambridge-english-readability/KET/59.txt",
251
- "complexity/data/archive/cambridge-english-readability/KET/6.txt",
252
- "complexity/data/archive/cambridge-english-readability/KET/60.txt",
253
- "complexity/data/archive/cambridge-english-readability/KET/61.txt",
254
- "complexity/data/archive/cambridge-english-readability/KET/7.txt",
255
- "complexity/data/archive/cambridge-english-readability/KET/8.txt",
256
- "complexity/data/archive/cambridge-english-readability/KET/9.txt",
257
- "complexity/data/archive/cambridge-english-readability/KET.txt",
258
- "complexity/data/archive/cambridge-english-readability/KET_raw.txt",
259
- "complexity/data/archive/cambridge-english-readability/PET/1.txt",
260
- "complexity/data/archive/cambridge-english-readability/PET/10.txt",
261
- "complexity/data/archive/cambridge-english-readability/PET/11.txt",
262
- "complexity/data/archive/cambridge-english-readability/PET/12.txt",
263
- "complexity/data/archive/cambridge-english-readability/PET/13.txt",
264
- "complexity/data/archive/cambridge-english-readability/PET/14.txt",
265
- "complexity/data/archive/cambridge-english-readability/PET/15.txt",
266
- "complexity/data/archive/cambridge-english-readability/PET/16.txt",
267
- "complexity/data/archive/cambridge-english-readability/PET/17.txt",
268
- "complexity/data/archive/cambridge-english-readability/PET/18.txt",
269
- "complexity/data/archive/cambridge-english-readability/PET/19.txt",
270
- "complexity/data/archive/cambridge-english-readability/PET/2.txt",
271
- "complexity/data/archive/cambridge-english-readability/PET/20.txt",
272
- "complexity/data/archive/cambridge-english-readability/PET/21.txt",
273
- "complexity/data/archive/cambridge-english-readability/PET/22.txt",
274
- "complexity/data/archive/cambridge-english-readability/PET/23.txt",
275
- "complexity/data/archive/cambridge-english-readability/PET/24.txt",
276
- "complexity/data/archive/cambridge-english-readability/PET/25.txt",
277
- "complexity/data/archive/cambridge-english-readability/PET/26.txt",
278
- "complexity/data/archive/cambridge-english-readability/PET/27.txt",
279
- "complexity/data/archive/cambridge-english-readability/PET/28.txt",
280
- "complexity/data/archive/cambridge-english-readability/PET/29.txt",
281
- "complexity/data/archive/cambridge-english-readability/PET/3.txt",
282
- "complexity/data/archive/cambridge-english-readability/PET/30.txt",
283
- "complexity/data/archive/cambridge-english-readability/PET/31.txt",
284
- "complexity/data/archive/cambridge-english-readability/PET/32.txt",
285
- "complexity/data/archive/cambridge-english-readability/PET/33.txt",
286
- "complexity/data/archive/cambridge-english-readability/PET/34.txt",
287
- "complexity/data/archive/cambridge-english-readability/PET/35.txt",
288
- "complexity/data/archive/cambridge-english-readability/PET/36.txt",
289
- "complexity/data/archive/cambridge-english-readability/PET/37.txt",
290
- "complexity/data/archive/cambridge-english-readability/PET/38.txt",
291
- "complexity/data/archive/cambridge-english-readability/PET/39.txt",
292
- "complexity/data/archive/cambridge-english-readability/PET/4.txt",
293
- "complexity/data/archive/cambridge-english-readability/PET/40.txt",
294
- "complexity/data/archive/cambridge-english-readability/PET/41.txt",
295
- "complexity/data/archive/cambridge-english-readability/PET/42.txt",
296
- "complexity/data/archive/cambridge-english-readability/PET/43.txt",
297
- "complexity/data/archive/cambridge-english-readability/PET/44.txt",
298
- "complexity/data/archive/cambridge-english-readability/PET/45.txt",
299
- "complexity/data/archive/cambridge-english-readability/PET/46.txt",
300
- "complexity/data/archive/cambridge-english-readability/PET/47.txt",
301
- "complexity/data/archive/cambridge-english-readability/PET/48.txt",
302
- "complexity/data/archive/cambridge-english-readability/PET/49.txt",
303
- "complexity/data/archive/cambridge-english-readability/PET/5.txt",
304
- "complexity/data/archive/cambridge-english-readability/PET/50.txt",
305
- "complexity/data/archive/cambridge-english-readability/PET/51.txt",
306
- "complexity/data/archive/cambridge-english-readability/PET/52.txt",
307
- "complexity/data/archive/cambridge-english-readability/PET/53.txt",
308
- "complexity/data/archive/cambridge-english-readability/PET/54.txt",
309
- "complexity/data/archive/cambridge-english-readability/PET/55.txt",
310
- "complexity/data/archive/cambridge-english-readability/PET/6.txt",
311
- "complexity/data/archive/cambridge-english-readability/PET/7.txt",
312
- "complexity/data/archive/cambridge-english-readability/PET/8.txt",
313
- "complexity/data/archive/cambridge-english-readability/PET/9.txt",
314
- "complexity/data/archive/cambridge-english-readability/PET.txt",
315
- "complexity/data/archive/cambridge-english-readability/PET_raw.txt",
316
- "complexity/data/archive/cambridge-english-readability/source.txt",
317
- "complexity/data/archive/one-stop-corpus-english/Adv/1.txt",
318
- "complexity/data/archive/one-stop-corpus-english/Adv/10.txt",
319
- "complexity/data/archive/one-stop-corpus-english/Adv/100.txt",
320
- "complexity/data/archive/one-stop-corpus-english/Adv/101.txt",
321
- "complexity/data/archive/one-stop-corpus-english/Adv/102.txt",
322
- "complexity/data/archive/one-stop-corpus-english/Adv/103.txt",
323
- "complexity/data/archive/one-stop-corpus-english/Adv/104.txt",
324
- "complexity/data/archive/one-stop-corpus-english/Adv/105.txt",
325
- "complexity/data/archive/one-stop-corpus-english/Adv/106.txt",
326
- "complexity/data/archive/one-stop-corpus-english/Adv/107.txt",
327
- "complexity/data/archive/one-stop-corpus-english/Adv/108.txt",
328
- "complexity/data/archive/one-stop-corpus-english/Adv/109.txt",
329
- "complexity/data/archive/one-stop-corpus-english/Adv/11.txt",
330
- "complexity/data/archive/one-stop-corpus-english/Adv/110.txt",
331
- "complexity/data/archive/one-stop-corpus-english/Adv/111.txt",
332
- "complexity/data/archive/one-stop-corpus-english/Adv/112.txt",
333
- "complexity/data/archive/one-stop-corpus-english/Adv/113.txt",
334
- "complexity/data/archive/one-stop-corpus-english/Adv/114.txt",
335
- "complexity/data/archive/one-stop-corpus-english/Adv/115.txt",
336
- "complexity/data/archive/one-stop-corpus-english/Adv/116.txt",
337
- "complexity/data/archive/one-stop-corpus-english/Adv/117.txt",
338
- "complexity/data/archive/one-stop-corpus-english/Adv/118.txt",
339
- "complexity/data/archive/one-stop-corpus-english/Adv/119.txt",
340
- "complexity/data/archive/one-stop-corpus-english/Adv/12.txt",
341
- "complexity/data/archive/one-stop-corpus-english/Adv/120.txt",
342
- "complexity/data/archive/one-stop-corpus-english/Adv/121.txt",
343
- "complexity/data/archive/one-stop-corpus-english/Adv/122.txt",
344
- "complexity/data/archive/one-stop-corpus-english/Adv/123.txt",
345
- "complexity/data/archive/one-stop-corpus-english/Adv/124.txt",
346
- "complexity/data/archive/one-stop-corpus-english/Adv/125.txt",
347
- "complexity/data/archive/one-stop-corpus-english/Adv/126.txt",
348
- "complexity/data/archive/one-stop-corpus-english/Adv/127.txt",
349
- "complexity/data/archive/one-stop-corpus-english/Adv/128.txt",
350
- "complexity/data/archive/one-stop-corpus-english/Adv/129.txt",
351
- "complexity/data/archive/one-stop-corpus-english/Adv/13.txt",
352
- "complexity/data/archive/one-stop-corpus-english/Adv/130.txt",
353
- "complexity/data/archive/one-stop-corpus-english/Adv/131.txt",
354
- "complexity/data/archive/one-stop-corpus-english/Adv/132.txt",
355
- "complexity/data/archive/one-stop-corpus-english/Adv/133.txt",
356
- "complexity/data/archive/one-stop-corpus-english/Adv/134.txt",
357
- "complexity/data/archive/one-stop-corpus-english/Adv/135.txt",
358
- "complexity/data/archive/one-stop-corpus-english/Adv/136.txt",
359
- "complexity/data/archive/one-stop-corpus-english/Adv/137.txt",
360
- "complexity/data/archive/one-stop-corpus-english/Adv/138.txt",
361
- "complexity/data/archive/one-stop-corpus-english/Adv/139.txt",
362
- "complexity/data/archive/one-stop-corpus-english/Adv/14.txt",
363
- "complexity/data/archive/one-stop-corpus-english/Adv/140.txt",
364
- "complexity/data/archive/one-stop-corpus-english/Adv/141.txt",
365
- "complexity/data/archive/one-stop-corpus-english/Adv/142.txt",
366
- "complexity/data/archive/one-stop-corpus-english/Adv/143.txt",
367
- "complexity/data/archive/one-stop-corpus-english/Adv/144.txt",
368
- "complexity/data/archive/one-stop-corpus-english/Adv/145.txt",
369
- "complexity/data/archive/one-stop-corpus-english/Adv/146.txt",
370
- "complexity/data/archive/one-stop-corpus-english/Adv/147.txt",
371
- "complexity/data/archive/one-stop-corpus-english/Adv/148.txt",
372
- "complexity/data/archive/one-stop-corpus-english/Adv/149.txt",
373
- "complexity/data/archive/one-stop-corpus-english/Adv/15.txt",
374
- "complexity/data/archive/one-stop-corpus-english/Adv/150.txt",
375
- "complexity/data/archive/one-stop-corpus-english/Adv/151.txt",
376
- "complexity/data/archive/one-stop-corpus-english/Adv/152.txt",
377
- "complexity/data/archive/one-stop-corpus-english/Adv/153.txt",
378
- "complexity/data/archive/one-stop-corpus-english/Adv/154.txt",
379
- "complexity/data/archive/one-stop-corpus-english/Adv/155.txt",
380
- "complexity/data/archive/one-stop-corpus-english/Adv/156.txt",
381
- "complexity/data/archive/one-stop-corpus-english/Adv/157.txt",
382
- "complexity/data/archive/one-stop-corpus-english/Adv/158.txt",
383
- "complexity/data/archive/one-stop-corpus-english/Adv/159.txt",
384
- "complexity/data/archive/one-stop-corpus-english/Adv/16.txt",
385
- "complexity/data/archive/one-stop-corpus-english/Adv/160.txt",
386
- "complexity/data/archive/one-stop-corpus-english/Adv/161.txt",
387
- "complexity/data/archive/one-stop-corpus-english/Adv/17.txt",
388
- "complexity/data/archive/one-stop-corpus-english/Adv/18.txt",
389
- "complexity/data/archive/one-stop-corpus-english/Adv/19.txt",
390
- "complexity/data/archive/one-stop-corpus-english/Adv/2.txt",
391
- "complexity/data/archive/one-stop-corpus-english/Adv/20.txt",
392
- "complexity/data/archive/one-stop-corpus-english/Adv/21.txt",
393
- "complexity/data/archive/one-stop-corpus-english/Adv/22.txt",
394
- "complexity/data/archive/one-stop-corpus-english/Adv/23.txt",
395
- "complexity/data/archive/one-stop-corpus-english/Adv/24.txt",
396
- "complexity/data/archive/one-stop-corpus-english/Adv/25.txt",
397
- "complexity/data/archive/one-stop-corpus-english/Adv/26.txt",
398
- "complexity/data/archive/one-stop-corpus-english/Adv/27.txt",
399
- "complexity/data/archive/one-stop-corpus-english/Adv/28.txt",
400
- "complexity/data/archive/one-stop-corpus-english/Adv/29.txt",
401
- "complexity/data/archive/one-stop-corpus-english/Adv/3.txt",
402
- "complexity/data/archive/one-stop-corpus-english/Adv/30.txt",
403
- "complexity/data/archive/one-stop-corpus-english/Adv/31.txt",
404
- "complexity/data/archive/one-stop-corpus-english/Adv/32.txt",
405
- "complexity/data/archive/one-stop-corpus-english/Adv/33.txt",
406
- "complexity/data/archive/one-stop-corpus-english/Adv/34.txt",
407
- "complexity/data/archive/one-stop-corpus-english/Adv/35.txt",
408
- "complexity/data/archive/one-stop-corpus-english/Adv/36.txt",
409
- "complexity/data/archive/one-stop-corpus-english/Adv/37.txt",
410
- "complexity/data/archive/one-stop-corpus-english/Adv/38.txt",
411
- "complexity/data/archive/one-stop-corpus-english/Adv/39.txt",
412
- "complexity/data/archive/one-stop-corpus-english/Adv/4.txt",
413
- "complexity/data/archive/one-stop-corpus-english/Adv/40.txt",
414
- "complexity/data/archive/one-stop-corpus-english/Adv/41.txt",
415
- "complexity/data/archive/one-stop-corpus-english/Adv/42.txt",
416
- "complexity/data/archive/one-stop-corpus-english/Adv/43.txt",
417
- "complexity/data/archive/one-stop-corpus-english/Adv/44.txt",
418
- "complexity/data/archive/one-stop-corpus-english/Adv/45.txt",
419
- "complexity/data/archive/one-stop-corpus-english/Adv/46.txt",
420
- "complexity/data/archive/one-stop-corpus-english/Adv/47.txt",
421
- "complexity/data/archive/one-stop-corpus-english/Adv/48.txt",
422
- "complexity/data/archive/one-stop-corpus-english/Adv/49.txt",
423
- "complexity/data/archive/one-stop-corpus-english/Adv/5.txt",
424
- "complexity/data/archive/one-stop-corpus-english/Adv/50.txt",
425
- "complexity/data/archive/one-stop-corpus-english/Adv/51.txt",
426
- "complexity/data/archive/one-stop-corpus-english/Adv/52.txt",
427
- "complexity/data/archive/one-stop-corpus-english/Adv/53.txt",
428
- "complexity/data/archive/one-stop-corpus-english/Adv/54.txt",
429
- "complexity/data/archive/one-stop-corpus-english/Adv/55.txt",
430
- "complexity/data/archive/one-stop-corpus-english/Adv/56.txt",
431
- "complexity/data/archive/one-stop-corpus-english/Adv/57.txt",
432
- "complexity/data/archive/one-stop-corpus-english/Adv/58.txt",
433
- "complexity/data/archive/one-stop-corpus-english/Adv/59.txt",
434
- "complexity/data/archive/one-stop-corpus-english/Adv/6.txt",
435
- "complexity/data/archive/one-stop-corpus-english/Adv/60.txt",
436
- "complexity/data/archive/one-stop-corpus-english/Adv/61.txt",
437
- "complexity/data/archive/one-stop-corpus-english/Adv/62.txt",
438
- "complexity/data/archive/one-stop-corpus-english/Adv/63.txt",
439
- "complexity/data/archive/one-stop-corpus-english/Adv/64.txt",
440
- "complexity/data/archive/one-stop-corpus-english/Adv/65.txt",
441
- "complexity/data/archive/one-stop-corpus-english/Adv/66.txt",
442
- "complexity/data/archive/one-stop-corpus-english/Adv/67.txt",
443
- "complexity/data/archive/one-stop-corpus-english/Adv/68.txt",
444
- "complexity/data/archive/one-stop-corpus-english/Adv/69.txt",
445
- "complexity/data/archive/one-stop-corpus-english/Adv/7.txt",
446
- "complexity/data/archive/one-stop-corpus-english/Adv/70.txt",
447
- "complexity/data/archive/one-stop-corpus-english/Adv/71.txt",
448
- "complexity/data/archive/one-stop-corpus-english/Adv/72.txt",
449
- "complexity/data/archive/one-stop-corpus-english/Adv/73.txt",
450
- "complexity/data/archive/one-stop-corpus-english/Adv/74.txt",
451
- "complexity/data/archive/one-stop-corpus-english/Adv/75.txt",
452
- "complexity/data/archive/one-stop-corpus-english/Adv/76.txt",
453
- "complexity/data/archive/one-stop-corpus-english/Adv/77.txt",
454
- "complexity/data/archive/one-stop-corpus-english/Adv/78.txt",
455
- "complexity/data/archive/one-stop-corpus-english/Adv/79.txt",
456
- "complexity/data/archive/one-stop-corpus-english/Adv/8.txt",
457
- "complexity/data/archive/one-stop-corpus-english/Adv/80.txt",
458
- "complexity/data/archive/one-stop-corpus-english/Adv/81.txt",
459
- "complexity/data/archive/one-stop-corpus-english/Adv/82.txt",
460
- "complexity/data/archive/one-stop-corpus-english/Adv/83.txt",
461
- "complexity/data/archive/one-stop-corpus-english/Adv/84.txt",
462
- "complexity/data/archive/one-stop-corpus-english/Adv/85.txt",
463
- "complexity/data/archive/one-stop-corpus-english/Adv/86.txt",
464
- "complexity/data/archive/one-stop-corpus-english/Adv/87.txt",
465
- "complexity/data/archive/one-stop-corpus-english/Adv/88.txt",
466
- "complexity/data/archive/one-stop-corpus-english/Adv/89.txt",
467
- "complexity/data/archive/one-stop-corpus-english/Adv/9.txt",
468
- "complexity/data/archive/one-stop-corpus-english/Adv/90.txt",
469
- "complexity/data/archive/one-stop-corpus-english/Adv/91.txt",
470
- "complexity/data/archive/one-stop-corpus-english/Adv/92.txt",
471
- "complexity/data/archive/one-stop-corpus-english/Adv/93.txt",
472
- "complexity/data/archive/one-stop-corpus-english/Adv/94.txt",
473
- "complexity/data/archive/one-stop-corpus-english/Adv/95.txt",
474
- "complexity/data/archive/one-stop-corpus-english/Adv/96.txt",
475
- "complexity/data/archive/one-stop-corpus-english/Adv/97.txt",
476
- "complexity/data/archive/one-stop-corpus-english/Adv/98.txt",
477
- "complexity/data/archive/one-stop-corpus-english/Adv/99.txt",
478
- "complexity/data/archive/one-stop-corpus-english/Adv.txt",
479
- "complexity/data/archive/one-stop-corpus-english/Adv_raw.txt",
480
- "complexity/data/archive/one-stop-corpus-english/Ele/1.txt",
481
- "complexity/data/archive/one-stop-corpus-english/Ele/10.txt",
482
- "complexity/data/archive/one-stop-corpus-english/Ele/100.txt",
483
- "complexity/data/archive/one-stop-corpus-english/Ele/101.txt",
484
- "complexity/data/archive/one-stop-corpus-english/Ele/102.txt",
485
- "complexity/data/archive/one-stop-corpus-english/Ele/103.txt",
486
- "complexity/data/archive/one-stop-corpus-english/Ele/104.txt",
487
- "complexity/data/archive/one-stop-corpus-english/Ele/105.txt",
488
- "complexity/data/archive/one-stop-corpus-english/Ele/106.txt",
489
- "complexity/data/archive/one-stop-corpus-english/Ele/107.txt",
490
- "complexity/data/archive/one-stop-corpus-english/Ele/108.txt",
491
- "complexity/data/archive/one-stop-corpus-english/Ele/109.txt",
492
- "complexity/data/archive/one-stop-corpus-english/Ele/11.txt",
493
- "complexity/data/archive/one-stop-corpus-english/Ele/110.txt",
494
- "complexity/data/archive/one-stop-corpus-english/Ele/111.txt",
495
- "complexity/data/archive/one-stop-corpus-english/Ele/112.txt",
496
- "complexity/data/archive/one-stop-corpus-english/Ele/113.txt",
497
- "complexity/data/archive/one-stop-corpus-english/Ele/114.txt",
498
- "complexity/data/archive/one-stop-corpus-english/Ele/115.txt",
499
- "complexity/data/archive/one-stop-corpus-english/Ele/116.txt",
500
- "complexity/data/archive/one-stop-corpus-english/Ele/117.txt",
501
- "complexity/data/archive/one-stop-corpus-english/Ele/118.txt",
502
- "complexity/data/archive/one-stop-corpus-english/Ele/119.txt",
503
- "complexity/data/archive/one-stop-corpus-english/Ele/12.txt",
504
- "complexity/data/archive/one-stop-corpus-english/Ele/120.txt",
505
- "complexity/data/archive/one-stop-corpus-english/Ele/121.txt",
506
- "complexity/data/archive/one-stop-corpus-english/Ele/122.txt",
507
- "complexity/data/archive/one-stop-corpus-english/Ele/123.txt",
508
- "complexity/data/archive/one-stop-corpus-english/Ele/124.txt",
509
- "complexity/data/archive/one-stop-corpus-english/Ele/125.txt",
510
- "complexity/data/archive/one-stop-corpus-english/Ele/126.txt",
511
- "complexity/data/archive/one-stop-corpus-english/Ele/127.txt",
512
- "complexity/data/archive/one-stop-corpus-english/Ele/128.txt",
513
- "complexity/data/archive/one-stop-corpus-english/Ele/129.txt",
514
- "complexity/data/archive/one-stop-corpus-english/Ele/13.txt",
515
- "complexity/data/archive/one-stop-corpus-english/Ele/130.txt",
516
- "complexity/data/archive/one-stop-corpus-english/Ele/131.txt",
517
- "complexity/data/archive/one-stop-corpus-english/Ele/132.txt",
518
- "complexity/data/archive/one-stop-corpus-english/Ele/133.txt",
519
- "complexity/data/archive/one-stop-corpus-english/Ele/134.txt",
520
- "complexity/data/archive/one-stop-corpus-english/Ele/135.txt",
521
- "complexity/data/archive/one-stop-corpus-english/Ele/136.txt",
522
- "complexity/data/archive/one-stop-corpus-english/Ele/137.txt",
523
- "complexity/data/archive/one-stop-corpus-english/Ele/138.txt",
524
- "complexity/data/archive/one-stop-corpus-english/Ele/139.txt",
525
- "complexity/data/archive/one-stop-corpus-english/Ele/14.txt",
526
- "complexity/data/archive/one-stop-corpus-english/Ele/140.txt",
527
- "complexity/data/archive/one-stop-corpus-english/Ele/141.txt",
528
- "complexity/data/archive/one-stop-corpus-english/Ele/142.txt",
529
- "complexity/data/archive/one-stop-corpus-english/Ele/143.txt",
530
- "complexity/data/archive/one-stop-corpus-english/Ele/144.txt",
531
- "complexity/data/archive/one-stop-corpus-english/Ele/145.txt",
532
- "complexity/data/archive/one-stop-corpus-english/Ele/146.txt",
533
- "complexity/data/archive/one-stop-corpus-english/Ele/147.txt",
534
- "complexity/data/archive/one-stop-corpus-english/Ele/148.txt",
535
- "complexity/data/archive/one-stop-corpus-english/Ele/149.txt",
536
- "complexity/data/archive/one-stop-corpus-english/Ele/15.txt",
537
- "complexity/data/archive/one-stop-corpus-english/Ele/150.txt",
538
- "complexity/data/archive/one-stop-corpus-english/Ele/151.txt",
539
- "complexity/data/archive/one-stop-corpus-english/Ele/152.txt",
540
- "complexity/data/archive/one-stop-corpus-english/Ele/153.txt",
541
- "complexity/data/archive/one-stop-corpus-english/Ele/154.txt",
542
- "complexity/data/archive/one-stop-corpus-english/Ele/155.txt",
543
- "complexity/data/archive/one-stop-corpus-english/Ele/156.txt",
544
- "complexity/data/archive/one-stop-corpus-english/Ele/157.txt",
545
- "complexity/data/archive/one-stop-corpus-english/Ele/158.txt",
546
- "complexity/data/archive/one-stop-corpus-english/Ele/159.txt",
547
- "complexity/data/archive/one-stop-corpus-english/Ele/16.txt",
548
- "complexity/data/archive/one-stop-corpus-english/Ele/160.txt",
549
- "complexity/data/archive/one-stop-corpus-english/Ele/161.txt",
550
- "complexity/data/archive/one-stop-corpus-english/Ele/162.txt",
551
- "complexity/data/archive/one-stop-corpus-english/Ele/163.txt",
552
- "complexity/data/archive/one-stop-corpus-english/Ele/164.txt",
553
- "complexity/data/archive/one-stop-corpus-english/Ele/165.txt",
554
- "complexity/data/archive/one-stop-corpus-english/Ele/166.txt",
555
- "complexity/data/archive/one-stop-corpus-english/Ele/167.txt",
556
- "complexity/data/archive/one-stop-corpus-english/Ele/168.txt",
557
- "complexity/data/archive/one-stop-corpus-english/Ele/169.txt",
558
- "complexity/data/archive/one-stop-corpus-english/Ele/17.txt",
559
- "complexity/data/archive/one-stop-corpus-english/Ele/170.txt",
560
- "complexity/data/archive/one-stop-corpus-english/Ele/171.txt",
561
- "complexity/data/archive/one-stop-corpus-english/Ele/172.txt",
562
- "complexity/data/archive/one-stop-corpus-english/Ele/173.txt",
563
- "complexity/data/archive/one-stop-corpus-english/Ele/174.txt",
564
- "complexity/data/archive/one-stop-corpus-english/Ele/175.txt",
565
- "complexity/data/archive/one-stop-corpus-english/Ele/176.txt",
566
- "complexity/data/archive/one-stop-corpus-english/Ele/177.txt",
567
- "complexity/data/archive/one-stop-corpus-english/Ele/178.txt",
568
- "complexity/data/archive/one-stop-corpus-english/Ele/18.txt",
569
- "complexity/data/archive/one-stop-corpus-english/Ele/19.txt",
570
- "complexity/data/archive/one-stop-corpus-english/Ele/2.txt",
571
- "complexity/data/archive/one-stop-corpus-english/Ele/20.txt",
572
- "complexity/data/archive/one-stop-corpus-english/Ele/21.txt",
573
- "complexity/data/archive/one-stop-corpus-english/Ele/22.txt",
574
- "complexity/data/archive/one-stop-corpus-english/Ele/23.txt",
575
- "complexity/data/archive/one-stop-corpus-english/Ele/24.txt",
576
- "complexity/data/archive/one-stop-corpus-english/Ele/25.txt",
577
- "complexity/data/archive/one-stop-corpus-english/Ele/26.txt",
578
- "complexity/data/archive/one-stop-corpus-english/Ele/27.txt",
579
- "complexity/data/archive/one-stop-corpus-english/Ele/28.txt",
580
- "complexity/data/archive/one-stop-corpus-english/Ele/29.txt",
581
- "complexity/data/archive/one-stop-corpus-english/Ele/3.txt",
582
- "complexity/data/archive/one-stop-corpus-english/Ele/30.txt",
583
- "complexity/data/archive/one-stop-corpus-english/Ele/31.txt",
584
- "complexity/data/archive/one-stop-corpus-english/Ele/32.txt",
585
- "complexity/data/archive/one-stop-corpus-english/Ele/33.txt",
586
- "complexity/data/archive/one-stop-corpus-english/Ele/34.txt",
587
- "complexity/data/archive/one-stop-corpus-english/Ele/35.txt",
588
- "complexity/data/archive/one-stop-corpus-english/Ele/36.txt",
589
- "complexity/data/archive/one-stop-corpus-english/Ele/37.txt",
590
- "complexity/data/archive/one-stop-corpus-english/Ele/38.txt",
591
- "complexity/data/archive/one-stop-corpus-english/Ele/39.txt",
592
- "complexity/data/archive/one-stop-corpus-english/Ele/4.txt",
593
- "complexity/data/archive/one-stop-corpus-english/Ele/40.txt",
594
- "complexity/data/archive/one-stop-corpus-english/Ele/41.txt",
595
- "complexity/data/archive/one-stop-corpus-english/Ele/42.txt",
596
- "complexity/data/archive/one-stop-corpus-english/Ele/43.txt",
597
- "complexity/data/archive/one-stop-corpus-english/Ele/44.txt",
598
- "complexity/data/archive/one-stop-corpus-english/Ele/45.txt",
599
- "complexity/data/archive/one-stop-corpus-english/Ele/46.txt",
600
- "complexity/data/archive/one-stop-corpus-english/Ele/47.txt",
601
- "complexity/data/archive/one-stop-corpus-english/Ele/48.txt",
602
- "complexity/data/archive/one-stop-corpus-english/Ele/49.txt",
603
- "complexity/data/archive/one-stop-corpus-english/Ele/5.txt",
604
- "complexity/data/archive/one-stop-corpus-english/Ele/50.txt",
605
- "complexity/data/archive/one-stop-corpus-english/Ele/51.txt",
606
- "complexity/data/archive/one-stop-corpus-english/Ele/52.txt",
607
- "complexity/data/archive/one-stop-corpus-english/Ele/53.txt",
608
- "complexity/data/archive/one-stop-corpus-english/Ele/54.txt",
609
- "complexity/data/archive/one-stop-corpus-english/Ele/55.txt",
610
- "complexity/data/archive/one-stop-corpus-english/Ele/56.txt",
611
- "complexity/data/archive/one-stop-corpus-english/Ele/57.txt",
612
- "complexity/data/archive/one-stop-corpus-english/Ele/58.txt",
613
- "complexity/data/archive/one-stop-corpus-english/Ele/59.txt",
614
- "complexity/data/archive/one-stop-corpus-english/Ele/6.txt",
615
- "complexity/data/archive/one-stop-corpus-english/Ele/60.txt",
616
- "complexity/data/archive/one-stop-corpus-english/Ele/61.txt",
617
- "complexity/data/archive/one-stop-corpus-english/Ele/62.txt",
618
- "complexity/data/archive/one-stop-corpus-english/Ele/63.txt",
619
- "complexity/data/archive/one-stop-corpus-english/Ele/64.txt",
620
- "complexity/data/archive/one-stop-corpus-english/Ele/65.txt",
621
- "complexity/data/archive/one-stop-corpus-english/Ele/66.txt",
622
- "complexity/data/archive/one-stop-corpus-english/Ele/67.txt",
623
- "complexity/data/archive/one-stop-corpus-english/Ele/68.txt",
624
- "complexity/data/archive/one-stop-corpus-english/Ele/69.txt",
625
- "complexity/data/archive/one-stop-corpus-english/Ele/7.txt",
626
- "complexity/data/archive/one-stop-corpus-english/Ele/70.txt",
627
- "complexity/data/archive/one-stop-corpus-english/Ele/71.txt",
628
- "complexity/data/archive/one-stop-corpus-english/Ele/72.txt",
629
- "complexity/data/archive/one-stop-corpus-english/Ele/73.txt",
630
- "complexity/data/archive/one-stop-corpus-english/Ele/74.txt",
631
- "complexity/data/archive/one-stop-corpus-english/Ele/75.txt",
632
- "complexity/data/archive/one-stop-corpus-english/Ele/76.txt",
633
- "complexity/data/archive/one-stop-corpus-english/Ele/77.txt",
634
- "complexity/data/archive/one-stop-corpus-english/Ele/78.txt",
635
- "complexity/data/archive/one-stop-corpus-english/Ele/79.txt",
636
- "complexity/data/archive/one-stop-corpus-english/Ele/8.txt",
637
- "complexity/data/archive/one-stop-corpus-english/Ele/80.txt",
638
- "complexity/data/archive/one-stop-corpus-english/Ele/81.txt",
639
- "complexity/data/archive/one-stop-corpus-english/Ele/82.txt",
640
- "complexity/data/archive/one-stop-corpus-english/Ele/83.txt",
641
- "complexity/data/archive/one-stop-corpus-english/Ele/84.txt",
642
- "complexity/data/archive/one-stop-corpus-english/Ele/85.txt",
643
- "complexity/data/archive/one-stop-corpus-english/Ele/86.txt",
644
- "complexity/data/archive/one-stop-corpus-english/Ele/87.txt",
645
- "complexity/data/archive/one-stop-corpus-english/Ele/88.txt",
646
- "complexity/data/archive/one-stop-corpus-english/Ele/89.txt",
647
- "complexity/data/archive/one-stop-corpus-english/Ele/9.txt",
648
- "complexity/data/archive/one-stop-corpus-english/Ele/90.txt",
649
- "complexity/data/archive/one-stop-corpus-english/Ele/91.txt",
650
- "complexity/data/archive/one-stop-corpus-english/Ele/92.txt",
651
- "complexity/data/archive/one-stop-corpus-english/Ele/93.txt",
652
- "complexity/data/archive/one-stop-corpus-english/Ele/94.txt",
653
- "complexity/data/archive/one-stop-corpus-english/Ele/95.txt",
654
- "complexity/data/archive/one-stop-corpus-english/Ele/96.txt",
655
- "complexity/data/archive/one-stop-corpus-english/Ele/97.txt",
656
- "complexity/data/archive/one-stop-corpus-english/Ele/98.txt",
657
- "complexity/data/archive/one-stop-corpus-english/Ele/99.txt",
658
- "complexity/data/archive/one-stop-corpus-english/Ele.txt",
659
- "complexity/data/archive/one-stop-corpus-english/Ele_raw.txt",
660
- "complexity/data/archive/one-stop-corpus-english/Int/1.txt",
661
- "complexity/data/archive/one-stop-corpus-english/Int/10.txt",
662
- "complexity/data/archive/one-stop-corpus-english/Int/100.txt",
663
- "complexity/data/archive/one-stop-corpus-english/Int/101.txt",
664
- "complexity/data/archive/one-stop-corpus-english/Int/102.txt",
665
- "complexity/data/archive/one-stop-corpus-english/Int/103.txt",
666
- "complexity/data/archive/one-stop-corpus-english/Int/104.txt",
667
- "complexity/data/archive/one-stop-corpus-english/Int/105.txt",
668
- "complexity/data/archive/one-stop-corpus-english/Int/106.txt",
669
- "complexity/data/archive/one-stop-corpus-english/Int/107.txt",
670
- "complexity/data/archive/one-stop-corpus-english/Int/108.txt",
671
- "complexity/data/archive/one-stop-corpus-english/Int/109.txt",
672
- "complexity/data/archive/one-stop-corpus-english/Int/11.txt",
673
- "complexity/data/archive/one-stop-corpus-english/Int/110.txt",
674
- "complexity/data/archive/one-stop-corpus-english/Int/111.txt",
675
- "complexity/data/archive/one-stop-corpus-english/Int/112.txt",
676
- "complexity/data/archive/one-stop-corpus-english/Int/113.txt",
677
- "complexity/data/archive/one-stop-corpus-english/Int/114.txt",
678
- "complexity/data/archive/one-stop-corpus-english/Int/115.txt",
679
- "complexity/data/archive/one-stop-corpus-english/Int/116.txt",
680
- "complexity/data/archive/one-stop-corpus-english/Int/117.txt",
681
- "complexity/data/archive/one-stop-corpus-english/Int/118.txt",
682
- "complexity/data/archive/one-stop-corpus-english/Int/119.txt",
683
- "complexity/data/archive/one-stop-corpus-english/Int/12.txt",
684
- "complexity/data/archive/one-stop-corpus-english/Int/120.txt",
685
- "complexity/data/archive/one-stop-corpus-english/Int/121.txt",
686
- "complexity/data/archive/one-stop-corpus-english/Int/122.txt",
687
- "complexity/data/archive/one-stop-corpus-english/Int/123.txt",
688
- "complexity/data/archive/one-stop-corpus-english/Int/124.txt",
689
- "complexity/data/archive/one-stop-corpus-english/Int/125.txt",
690
- "complexity/data/archive/one-stop-corpus-english/Int/126.txt",
691
- "complexity/data/archive/one-stop-corpus-english/Int/127.txt",
692
- "complexity/data/archive/one-stop-corpus-english/Int/128.txt",
693
- "complexity/data/archive/one-stop-corpus-english/Int/129.txt",
694
- "complexity/data/archive/one-stop-corpus-english/Int/13.txt",
695
- "complexity/data/archive/one-stop-corpus-english/Int/130.txt",
696
- "complexity/data/archive/one-stop-corpus-english/Int/131.txt",
697
- "complexity/data/archive/one-stop-corpus-english/Int/132.txt",
698
- "complexity/data/archive/one-stop-corpus-english/Int/133.txt",
699
- "complexity/data/archive/one-stop-corpus-english/Int/134.txt",
700
- "complexity/data/archive/one-stop-corpus-english/Int/135.txt",
701
- "complexity/data/archive/one-stop-corpus-english/Int/136.txt",
702
- "complexity/data/archive/one-stop-corpus-english/Int/137.txt",
703
- "complexity/data/archive/one-stop-corpus-english/Int/138.txt",
704
- "complexity/data/archive/one-stop-corpus-english/Int/139.txt",
705
- "complexity/data/archive/one-stop-corpus-english/Int/14.txt",
706
- "complexity/data/archive/one-stop-corpus-english/Int/140.txt",
707
- "complexity/data/archive/one-stop-corpus-english/Int/141.txt",
708
- "complexity/data/archive/one-stop-corpus-english/Int/142.txt",
709
- "complexity/data/archive/one-stop-corpus-english/Int/143.txt",
710
- "complexity/data/archive/one-stop-corpus-english/Int/144.txt",
711
- "complexity/data/archive/one-stop-corpus-english/Int/145.txt",
712
- "complexity/data/archive/one-stop-corpus-english/Int/146.txt",
713
- "complexity/data/archive/one-stop-corpus-english/Int/147.txt",
714
- "complexity/data/archive/one-stop-corpus-english/Int/148.txt",
715
- "complexity/data/archive/one-stop-corpus-english/Int/149.txt",
716
- "complexity/data/archive/one-stop-corpus-english/Int/15.txt",
717
- "complexity/data/archive/one-stop-corpus-english/Int/150.txt",
718
- "complexity/data/archive/one-stop-corpus-english/Int/151.txt",
719
- "complexity/data/archive/one-stop-corpus-english/Int/152.txt",
720
- "complexity/data/archive/one-stop-corpus-english/Int/153.txt",
721
- "complexity/data/archive/one-stop-corpus-english/Int/154.txt",
722
- "complexity/data/archive/one-stop-corpus-english/Int/155.txt",
723
- "complexity/data/archive/one-stop-corpus-english/Int/156.txt",
724
- "complexity/data/archive/one-stop-corpus-english/Int/157.txt",
725
- "complexity/data/archive/one-stop-corpus-english/Int/158.txt",
726
- "complexity/data/archive/one-stop-corpus-english/Int/159.txt",
727
- "complexity/data/archive/one-stop-corpus-english/Int/16.txt",
728
- "complexity/data/archive/one-stop-corpus-english/Int/160.txt",
729
- "complexity/data/archive/one-stop-corpus-english/Int/161.txt",
730
- "complexity/data/archive/one-stop-corpus-english/Int/162.txt",
731
- "complexity/data/archive/one-stop-corpus-english/Int/163.txt",
732
- "complexity/data/archive/one-stop-corpus-english/Int/164.txt",
733
- "complexity/data/archive/one-stop-corpus-english/Int/165.txt",
734
- "complexity/data/archive/one-stop-corpus-english/Int/166.txt",
735
- "complexity/data/archive/one-stop-corpus-english/Int/167.txt",
736
- "complexity/data/archive/one-stop-corpus-english/Int/168.txt",
737
- "complexity/data/archive/one-stop-corpus-english/Int/169.txt",
738
- "complexity/data/archive/one-stop-corpus-english/Int/17.txt",
739
- "complexity/data/archive/one-stop-corpus-english/Int/170.txt",
740
- "complexity/data/archive/one-stop-corpus-english/Int/18.txt",
741
- "complexity/data/archive/one-stop-corpus-english/Int/19.txt",
742
- "complexity/data/archive/one-stop-corpus-english/Int/2.txt",
743
- "complexity/data/archive/one-stop-corpus-english/Int/20.txt",
744
- "complexity/data/archive/one-stop-corpus-english/Int/21.txt",
745
- "complexity/data/archive/one-stop-corpus-english/Int/22.txt",
746
- "complexity/data/archive/one-stop-corpus-english/Int/23.txt",
747
- "complexity/data/archive/one-stop-corpus-english/Int/24.txt",
748
- "complexity/data/archive/one-stop-corpus-english/Int/25.txt",
749
- "complexity/data/archive/one-stop-corpus-english/Int/26.txt",
750
- "complexity/data/archive/one-stop-corpus-english/Int/27.txt",
751
- "complexity/data/archive/one-stop-corpus-english/Int/28.txt",
752
- "complexity/data/archive/one-stop-corpus-english/Int/29.txt",
753
- "complexity/data/archive/one-stop-corpus-english/Int/3.txt",
754
- "complexity/data/archive/one-stop-corpus-english/Int/30.txt",
755
- "complexity/data/archive/one-stop-corpus-english/Int/31.txt",
756
- "complexity/data/archive/one-stop-corpus-english/Int/32.txt",
757
- "complexity/data/archive/one-stop-corpus-english/Int/33.txt",
758
- "complexity/data/archive/one-stop-corpus-english/Int/34.txt",
759
- "complexity/data/archive/one-stop-corpus-english/Int/35.txt",
760
- "complexity/data/archive/one-stop-corpus-english/Int/36.txt",
761
- "complexity/data/archive/one-stop-corpus-english/Int/37.txt",
762
- "complexity/data/archive/one-stop-corpus-english/Int/38.txt",
763
- "complexity/data/archive/one-stop-corpus-english/Int/39.txt",
764
- "complexity/data/archive/one-stop-corpus-english/Int/4.txt",
765
- "complexity/data/archive/one-stop-corpus-english/Int/40.txt",
766
- "complexity/data/archive/one-stop-corpus-english/Int/41.txt",
767
- "complexity/data/archive/one-stop-corpus-english/Int/42.txt",
768
- "complexity/data/archive/one-stop-corpus-english/Int/43.txt",
769
- "complexity/data/archive/one-stop-corpus-english/Int/44.txt",
770
- "complexity/data/archive/one-stop-corpus-english/Int/45.txt",
771
- "complexity/data/archive/one-stop-corpus-english/Int/46.txt",
772
- "complexity/data/archive/one-stop-corpus-english/Int/47.txt",
773
- "complexity/data/archive/one-stop-corpus-english/Int/48.txt",
774
- "complexity/data/archive/one-stop-corpus-english/Int/49.txt",
775
- "complexity/data/archive/one-stop-corpus-english/Int/5.txt",
776
- "complexity/data/archive/one-stop-corpus-english/Int/50.txt",
777
- "complexity/data/archive/one-stop-corpus-english/Int/51.txt",
778
- "complexity/data/archive/one-stop-corpus-english/Int/52.txt",
779
- "complexity/data/archive/one-stop-corpus-english/Int/53.txt",
780
- "complexity/data/archive/one-stop-corpus-english/Int/54.txt",
781
- "complexity/data/archive/one-stop-corpus-english/Int/55.txt",
782
- "complexity/data/archive/one-stop-corpus-english/Int/56.txt",
783
- "complexity/data/archive/one-stop-corpus-english/Int/57.txt",
784
- "complexity/data/archive/one-stop-corpus-english/Int/58.txt",
785
- "complexity/data/archive/one-stop-corpus-english/Int/59.txt",
786
- "complexity/data/archive/one-stop-corpus-english/Int/6.txt",
787
- "complexity/data/archive/one-stop-corpus-english/Int/60.txt",
788
- "complexity/data/archive/one-stop-corpus-english/Int/61.txt",
789
- "complexity/data/archive/one-stop-corpus-english/Int/62.txt",
790
- "complexity/data/archive/one-stop-corpus-english/Int/63.txt",
791
- "complexity/data/archive/one-stop-corpus-english/Int/64.txt",
792
- "complexity/data/archive/one-stop-corpus-english/Int/65.txt",
793
- "complexity/data/archive/one-stop-corpus-english/Int/66.txt",
794
- "complexity/data/archive/one-stop-corpus-english/Int/67.txt",
795
- "complexity/data/archive/one-stop-corpus-english/Int/68.txt",
796
- "complexity/data/archive/one-stop-corpus-english/Int/69.txt",
797
- "complexity/data/archive/one-stop-corpus-english/Int/7.txt",
798
- "complexity/data/archive/one-stop-corpus-english/Int/70.txt",
799
- "complexity/data/archive/one-stop-corpus-english/Int/71.txt",
800
- "complexity/data/archive/one-stop-corpus-english/Int/72.txt",
801
- "complexity/data/archive/one-stop-corpus-english/Int/73.txt",
802
- "complexity/data/archive/one-stop-corpus-english/Int/74.txt",
803
- "complexity/data/archive/one-stop-corpus-english/Int/75.txt",
804
- "complexity/data/archive/one-stop-corpus-english/Int/76.txt",
805
- "complexity/data/archive/one-stop-corpus-english/Int/77.txt",
806
- "complexity/data/archive/one-stop-corpus-english/Int/78.txt",
807
- "complexity/data/archive/one-stop-corpus-english/Int/79.txt",
808
- "complexity/data/archive/one-stop-corpus-english/Int/8.txt",
809
- "complexity/data/archive/one-stop-corpus-english/Int/80.txt",
810
- "complexity/data/archive/one-stop-corpus-english/Int/81.txt",
811
- "complexity/data/archive/one-stop-corpus-english/Int/82.txt",
812
- "complexity/data/archive/one-stop-corpus-english/Int/83.txt",
813
- "complexity/data/archive/one-stop-corpus-english/Int/84.txt",
814
- "complexity/data/archive/one-stop-corpus-english/Int/85.txt",
815
- "complexity/data/archive/one-stop-corpus-english/Int/86.txt",
816
- "complexity/data/archive/one-stop-corpus-english/Int/87.txt",
817
- "complexity/data/archive/one-stop-corpus-english/Int/88.txt",
818
- "complexity/data/archive/one-stop-corpus-english/Int/89.txt",
819
- "complexity/data/archive/one-stop-corpus-english/Int/9.txt",
820
- "complexity/data/archive/one-stop-corpus-english/Int/90.txt",
821
- "complexity/data/archive/one-stop-corpus-english/Int/91.txt",
822
- "complexity/data/archive/one-stop-corpus-english/Int/92.txt",
823
- "complexity/data/archive/one-stop-corpus-english/Int/93.txt",
824
- "complexity/data/archive/one-stop-corpus-english/Int/94.txt",
825
- "complexity/data/archive/one-stop-corpus-english/Int/95.txt",
826
- "complexity/data/archive/one-stop-corpus-english/Int/96.txt",
827
- "complexity/data/archive/one-stop-corpus-english/Int/97.txt",
828
- "complexity/data/archive/one-stop-corpus-english/Int/98.txt",
829
- "complexity/data/archive/one-stop-corpus-english/Int/99.txt",
830
- "complexity/data/archive/one-stop-corpus-english/Int.txt",
831
- "complexity/data/archive/one-stop-corpus-english/Int_raw.txt",
832
- "complexity/data/archive/uk-key-stage-readability-for-english-texts/source.txt",
833
- "complexity/data/archive/\u0441ommonlit-readability-prize/source.txt",
834
- "complexity/logs/complexity-classification_GloVe_BiLSTM_[train_pool].log",
835
- "complexity/logs/complexity-classification_GloVe_CNN_[train_pool].log",
836
- "complexity/logs/complexity-classification_GloVe_MLP_[train_pool].log"
837
- ],
838
- "metrics_and_configs": [
839
- "app/app-models/prod-model-complexity/dashboard/figures/eval-metrics.plotly.json",
840
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260307_164217.json",
841
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260307_202849.json",
842
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260308_105127.json",
843
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260308_133743.json",
844
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260308_140555.json",
845
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260309_151810.json",
846
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_122220.json",
847
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_122755.json",
848
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_133023.json",
849
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_135252.json",
850
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_180434.json",
851
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_20260310_182313.json",
852
- "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json",
853
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/majority_class/metrics_20260307_204030.json",
854
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/majority_class/metrics_latest.json",
855
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_logreg/metrics_20260307_204016.json",
856
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_logreg/metrics_latest.json",
857
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_svc/metrics_20260307_204010.json",
858
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_svc/metrics_latest.json",
859
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_xgboost/metrics_20260307_204024.json",
860
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_xgboost/metrics_latest.json",
861
- "complexity/outputs/cross_dataset_eval/classical/cambridge/majority_class/metrics_20260307_204004.json",
862
- "complexity/outputs/cross_dataset_eval/classical/cambridge/majority_class/metrics_latest.json",
863
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_logreg/metrics_20260307_204003.json",
864
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_logreg/metrics_latest.json",
865
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_svc/metrics_20260307_204003.json",
866
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_svc/metrics_latest.json",
867
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_xgboost/metrics_20260307_204003.json",
868
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_xgboost/metrics_latest.json",
869
- "complexity/outputs/cross_dataset_eval/classical/cerf/majority_class/metrics_20260307_204002.json",
870
- "complexity/outputs/cross_dataset_eval/classical/cerf/majority_class/metrics_latest.json",
871
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_logreg/metrics_20260307_203959.json",
872
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_logreg/metrics_latest.json",
873
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_svc/metrics_20260307_203958.json",
874
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_svc/metrics_latest.json",
875
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_xgboost/metrics_20260307_204001.json",
876
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_xgboost/metrics_latest.json",
877
- "complexity/outputs/cross_dataset_eval/classical/commonlit/majority_class/metrics_20260307_203957.json",
878
- "complexity/outputs/cross_dataset_eval/classical/commonlit/majority_class/metrics_latest.json",
879
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_logreg/metrics_20260307_203953.json",
880
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_logreg/metrics_latest.json",
881
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_svc/metrics_20260307_203951.json",
882
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_svc/metrics_latest.json",
883
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_xgboost/metrics_20260307_203955.json",
884
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_xgboost/metrics_latest.json",
885
- "complexity/outputs/cross_dataset_eval/classical/one_stop/majority_class/metrics_20260307_203949.json",
886
- "complexity/outputs/cross_dataset_eval/classical/one_stop/majority_class/metrics_latest.json",
887
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_logreg/metrics_20260307_203947.json",
888
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_logreg/metrics_latest.json",
889
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_svc/metrics_20260307_203946.json",
890
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_svc/metrics_latest.json",
891
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_xgboost/metrics_20260307_203948.json",
892
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_xgboost/metrics_latest.json",
893
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_bilstm/metrics_20260307_204056.json",
894
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_bilstm/metrics_latest.json",
895
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_cnn/metrics_20260307_204048.json",
896
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_cnn/metrics_latest.json",
897
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_mlp/metrics_20260307_204046.json",
898
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_mlp/metrics_latest.json",
899
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_bilstm/metrics_20260307_204040.json",
900
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_bilstm/metrics_latest.json",
901
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_cnn/metrics_20260307_204040.json",
902
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_cnn/metrics_latest.json",
903
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_mlp/metrics_20260307_204039.json",
904
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_mlp/metrics_latest.json",
905
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_bilstm/metrics_20260307_204039.json",
906
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_bilstm/metrics_latest.json",
907
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_cnn/metrics_20260307_204038.json",
908
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_cnn/metrics_latest.json",
909
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_mlp/metrics_20260307_204038.json",
910
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_mlp/metrics_latest.json",
911
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_bilstm/metrics_20260307_204036.json",
912
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_bilstm/metrics_latest.json",
913
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_cnn/metrics_20260307_204034.json",
914
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_cnn/metrics_latest.json",
915
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_mlp/metrics_20260307_204033.json",
916
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_mlp/metrics_latest.json",
917
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_bilstm/metrics_20260307_204031.json",
918
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_bilstm/metrics_latest.json",
919
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_cnn/metrics_20260307_204031.json",
920
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_cnn/metrics_latest.json",
921
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_mlp/metrics_20260307_204031.json",
922
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_mlp/metrics_latest.json",
923
- "complexity/outputs/cross_dataset_eval/transformer/asap_aes/metrics_20260307_205123.json",
924
- "complexity/outputs/cross_dataset_eval/transformer/asap_aes/metrics_20260308_115229.json",
925
- "complexity/outputs/cross_dataset_eval/transformer/asap_aes/metrics_latest.json",
926
- "complexity/outputs/cross_dataset_eval/transformer/cambridge/metrics_20260307_204929.json",
927
- "complexity/outputs/cross_dataset_eval/transformer/cambridge/metrics_20260308_114603.json",
928
- "complexity/outputs/cross_dataset_eval/transformer/cambridge/metrics_latest.json",
929
- "complexity/outputs/cross_dataset_eval/transformer/cerf/metrics_20260307_204925.json",
930
- "complexity/outputs/cross_dataset_eval/transformer/cerf/metrics_20260308_114553.json",
931
- "complexity/outputs/cross_dataset_eval/transformer/cerf/metrics_latest.json",
932
- "complexity/outputs/cross_dataset_eval/transformer/commonlit/metrics_20260307_204911.json",
933
- "complexity/outputs/cross_dataset_eval/transformer/commonlit/metrics_20260308_114507.json",
934
- "complexity/outputs/cross_dataset_eval/transformer/commonlit/metrics_latest.json",
935
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/asap_aes/metrics_20260308_122313.json",
936
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/asap_aes/metrics_latest.json",
937
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cambridge/metrics_20260308_121646.json",
938
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cambridge/metrics_latest.json",
939
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cerf/metrics_20260308_121637.json",
940
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cerf/metrics_latest.json",
941
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/commonlit/metrics_20260308_121550.json",
942
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/commonlit/metrics_latest.json",
943
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/one_stop/metrics_20260308_121328.json",
944
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/one_stop/metrics_latest.json",
945
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/asap_aes/metrics_20260308_122612.json",
946
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/asap_aes/metrics_latest.json",
947
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cambridge/metrics_20260308_122418.json",
948
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cambridge/metrics_latest.json",
949
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cerf/metrics_20260308_122415.json",
950
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cerf/metrics_latest.json",
951
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/commonlit/metrics_20260308_122401.json",
952
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/commonlit/metrics_latest.json",
953
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/one_stop/metrics_20260308_122318.json",
954
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/one_stop/metrics_latest.json",
955
- "complexity/outputs/cross_dataset_eval/transformer/one_stop/metrics_20260307_204829.json",
956
- "complexity/outputs/cross_dataset_eval/transformer/one_stop/metrics_20260308_114246.json",
957
- "complexity/outputs/cross_dataset_eval/transformer/one_stop/metrics_latest.json",
958
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/asap_aes/metrics_20260308_123146.json",
959
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/asap_aes/metrics_latest.json",
960
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cambridge/metrics_20260308_122812.json",
961
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cambridge/metrics_latest.json",
962
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cerf/metrics_20260308_122806.json",
963
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cerf/metrics_latest.json",
964
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/commonlit/metrics_20260308_122740.json",
965
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/commonlit/metrics_latest.json",
966
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/one_stop/metrics_20260308_122621.json",
967
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/one_stop/metrics_latest.json",
968
- "complexity/outputs/metrics/results_20260308_1242.json",
969
- "complexity/outputs/metrics/results_20260308_1406.json",
970
- "complexity/outputs/metrics/results_20260310_1225.json",
971
- "complexity/outputs/metrics/results_20260310_1228.json",
972
- "complexity/outputs/metrics/results_20260310_1331.json",
973
- "complexity/outputs/metrics/results_20260310_1353.json",
974
- "complexity/outputs/metrics/results_20260310_1805.json",
975
- "complexity/outputs/metrics/results_20260310_1824.json",
976
- "complexity/outputs/metrics/results_20260310_2039.json",
977
- "complexity/outputs/metrics/results_20260310_2112.json",
978
- "complexity/outputs/metrics/results_20260310_2125.json",
979
- "complexity/outputs/metrics/results_20260310_2213.json",
980
- "complexity/outputs/metrics/results_20260310_2229.json",
981
- "complexity/outputs/metrics/results_20260311_1746.json",
982
- "complexity/outputs/metrics/results_20260311_1802.json",
983
- "complexity/outputs/metrics/results_20260311_1816.json",
984
- "complexity/outputs/metrics/results_20260311_1836.json"
985
- ],
986
- "other_structured_files": [
987
- "app/app-models/prod-model-complexity/dashboard/curves/training-history.json",
988
- "app/app-models/prod-model-complexity/dashboard/dashboard-manifest.json",
989
- "app/app-models/prod-model-complexity/dashboard/distributions/class-distribution.json",
990
- "app/app-models/prod-model-complexity/dashboard/distributions/source-dataset-distribution.json",
991
- "app/app-models/prod-model-complexity/dashboard/figures/benchmark-test-f1.plotly.json",
992
- "app/app-models/prod-model-complexity/dashboard/figures/class-distribution.plotly.json",
993
- "app/app-models/prod-model-complexity/dashboard/figures/cross-dataset-f1.plotly.json",
994
- "app/app-models/prod-model-complexity/dashboard/figures/source-dataset-distribution.plotly.json",
995
- "app/app-models/prod-model-complexity/dashboard/figures/training-loss.plotly.json",
996
- "app/app-models/prod-model-complexity/dashboard/metadata/experiment-config.json",
997
- "app/app-models/prod-model-complexity/dashboard/metadata/model.json",
998
- "app/app-models/prod-model-complexity/dashboard/metrics/benchmark-test.json",
999
- "app/app-models/prod-model-complexity/dashboard/metrics/cross-dataset.json",
1000
- "app/app-models/prod-model-complexity/dashboard/metrics/primary-evaluation.json",
1001
- "app/app-models/prod-model-complexity/dashboard/samples/prediction-samples.json",
1002
- "app/app-models/prod-model-complexity/dashboard/summary/overview.json",
1003
- "app/app-models/prod-model-complexity/dashboard/summary/source-audit.json",
1004
- "app/app-models/prod-model-complexity/label_classes.json",
1005
- "app/app-models/prod-model-complexity/model-config.yaml",
1006
- "complexity/outputs/metrics/baseline_model_registry.json",
1007
- "complexity/outputs/metrics/cfg_20260308_1242.json",
1008
- "complexity/outputs/metrics/cfg_20260308_1406.json",
1009
- "complexity/outputs/metrics/cfg_20260310_1225.json",
1010
- "complexity/outputs/metrics/cfg_20260310_1228.json",
1011
- "complexity/outputs/metrics/cfg_20260310_1331.json",
1012
- "complexity/outputs/metrics/cfg_20260310_1353.json",
1013
- "complexity/outputs/metrics/cfg_20260310_1805.json",
1014
- "complexity/outputs/metrics/cfg_20260310_1824.json",
1015
- "complexity/outputs/metrics/cfg_20260310_2039.json",
1016
- "complexity/outputs/metrics/cfg_20260310_2112.json",
1017
- "complexity/outputs/metrics/cfg_20260310_2125.json",
1018
- "complexity/outputs/metrics/cfg_20260310_2213.json",
1019
- "complexity/outputs/metrics/cfg_20260310_2229.json",
1020
- "complexity/outputs/metrics/cfg_20260311_1746.json",
1021
- "complexity/outputs/metrics/cfg_20260311_1802.json",
1022
- "complexity/outputs/metrics/cfg_20260311_1816.json",
1023
- "complexity/outputs/metrics/cfg_20260311_1836.json",
1024
- "complexity/outputs/metrics/transformers/deberta_v3_base_train_pool_latest.json",
1025
- "complexity/outputs/metrics/transformers/distilbert_train_pool_latest.json",
1026
- "complexity/outputs/metrics/transformers/roberta_train_pool_latest.json"
1027
- ],
1028
- "plot_images": [
1029
- "app/app-models/prod-model-complexity/dashboard/confusion/cm-glove-bilstm-train-pool.png",
1030
- "app/app-models/prod-model-complexity/dashboard/confusion/internal-test-confusion-matrix.png",
1031
- "complexity/outputs/cross_dataset_eval/plots/cross_dataset_overview_f1_macro.png",
1032
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool.png",
1033
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool_asap_aes.png",
1034
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool_cambridge.png",
1035
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool_cerf.png",
1036
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool_commonlit.png",
1037
- "complexity/outputs/plots/confusion_matrices/cm_debertav3_train_pool_one_stop.png",
1038
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool.png",
1039
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool_asap_aes.png",
1040
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool_cambridge.png",
1041
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool_cerf.png",
1042
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool_commonlit.png",
1043
- "complexity/outputs/plots/confusion_matrices/cm_distilbert_train_pool_one_stop.png",
1044
- "complexity/outputs/plots/confusion_matrices/cm_glove_bilstm_train_pool.png",
1045
- "complexity/outputs/plots/confusion_matrices/cm_glove_cnn_train_pool.png",
1046
- "complexity/outputs/plots/confusion_matrices/cm_glove_mlp_train_pool.png",
1047
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool.png",
1048
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool_asap_aes.png",
1049
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool_cambridge.png",
1050
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool_cerf.png",
1051
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool_commonlit.png",
1052
- "complexity/outputs/plots/confusion_matrices/cm_roberta_train_pool_one_stop.png"
1053
- ],
1054
- "structured_data": [
1055
- "complexity/data/all-datasets-unified.parquet",
1056
- "complexity/data/asap-2-0.parquet",
1057
- "complexity/data/asap-aes.parquet",
1058
- "complexity/data/cambridge-english-readability.parquet",
1059
- "complexity/data/cerf-levelled-english-texts.parquet",
1060
- "complexity/data/commonlit-readability-prize.parquet",
1061
- "complexity/data/one-stop-corpus-english.parquet",
1062
- "complexity/data/train_pool_test.parquet",
1063
- "complexity/data/train_pool_train.parquet",
1064
- "complexity/data/train_pool_val.parquet",
1065
- "complexity/data/uk-key-stage-readability-for-english-texts.parquet"
1066
- ],
1067
- "tabular_data": [
1068
- "complexity/data/archive/asap-2-0/ASAP2_train_sourcetexts.csv",
1069
- "complexity/data/archive/cerf-levelled-english-texts/cefr_leveled_texts.csv",
1070
- "complexity/data/archive/uk-key-stage-readability-for-english-texts/TEST_balanced.csv",
1071
- "complexity/data/archive/uk-key-stage-readability-for-english-texts/TRAIN_balanced.csv",
1072
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/majority_class/summary_latest.csv",
1073
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_logreg/summary_latest.csv",
1074
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_svc/summary_latest.csv",
1075
- "complexity/outputs/cross_dataset_eval/classical/asap_aes/tf_idf_xgboost/summary_latest.csv",
1076
- "complexity/outputs/cross_dataset_eval/classical/cambridge/majority_class/summary_latest.csv",
1077
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_logreg/summary_latest.csv",
1078
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_svc/summary_latest.csv",
1079
- "complexity/outputs/cross_dataset_eval/classical/cambridge/tf_idf_xgboost/summary_latest.csv",
1080
- "complexity/outputs/cross_dataset_eval/classical/cerf/majority_class/summary_latest.csv",
1081
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_logreg/summary_latest.csv",
1082
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_svc/summary_latest.csv",
1083
- "complexity/outputs/cross_dataset_eval/classical/cerf/tf_idf_xgboost/summary_latest.csv",
1084
- "complexity/outputs/cross_dataset_eval/classical/commonlit/majority_class/summary_latest.csv",
1085
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_logreg/summary_latest.csv",
1086
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_svc/summary_latest.csv",
1087
- "complexity/outputs/cross_dataset_eval/classical/commonlit/tf_idf_xgboost/summary_latest.csv",
1088
- "complexity/outputs/cross_dataset_eval/classical/one_stop/majority_class/summary_latest.csv",
1089
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_logreg/summary_latest.csv",
1090
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_svc/summary_latest.csv",
1091
- "complexity/outputs/cross_dataset_eval/classical/one_stop/tf_idf_xgboost/summary_latest.csv",
1092
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_bilstm/summary_latest.csv",
1093
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_cnn/summary_latest.csv",
1094
- "complexity/outputs/cross_dataset_eval/deep/asap_aes/glove_mlp/summary_latest.csv",
1095
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_bilstm/summary_latest.csv",
1096
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_cnn/summary_latest.csv",
1097
- "complexity/outputs/cross_dataset_eval/deep/cambridge/glove_mlp/summary_latest.csv",
1098
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_bilstm/summary_latest.csv",
1099
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_cnn/summary_latest.csv",
1100
- "complexity/outputs/cross_dataset_eval/deep/cerf/glove_mlp/summary_latest.csv",
1101
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_bilstm/summary_latest.csv",
1102
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_cnn/summary_latest.csv",
1103
- "complexity/outputs/cross_dataset_eval/deep/commonlit/glove_mlp/summary_latest.csv",
1104
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_bilstm/summary_latest.csv",
1105
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_cnn/summary_latest.csv",
1106
- "complexity/outputs/cross_dataset_eval/deep/one_stop/glove_mlp/summary_latest.csv",
1107
- "complexity/outputs/cross_dataset_eval/family_summary_latest.csv",
1108
- "complexity/outputs/cross_dataset_eval/model_external_mean_latest.csv",
1109
- "complexity/outputs/cross_dataset_eval/plots/cross_dataset_matrix_f1_macro.csv",
1110
- "complexity/outputs/cross_dataset_eval/summary_latest.csv",
1111
- "complexity/outputs/cross_dataset_eval/transformer/asap_aes/summary_latest.csv",
1112
- "complexity/outputs/cross_dataset_eval/transformer/cambridge/summary_latest.csv",
1113
- "complexity/outputs/cross_dataset_eval/transformer/cerf/summary_latest.csv",
1114
- "complexity/outputs/cross_dataset_eval/transformer/commonlit/summary_latest.csv",
1115
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/asap_aes/summary_latest.csv",
1116
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cambridge/summary_latest.csv",
1117
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/cerf/summary_latest.csv",
1118
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/commonlit/summary_latest.csv",
1119
- "complexity/outputs/cross_dataset_eval/transformer/debertav3_train_pool/one_stop/summary_latest.csv",
1120
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/asap_aes/summary_latest.csv",
1121
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cambridge/summary_latest.csv",
1122
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/cerf/summary_latest.csv",
1123
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/commonlit/summary_latest.csv",
1124
- "complexity/outputs/cross_dataset_eval/transformer/distilbert_train_pool/one_stop/summary_latest.csv",
1125
- "complexity/outputs/cross_dataset_eval/transformer/one_stop/summary_latest.csv",
1126
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/asap_aes/summary_latest.csv",
1127
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cambridge/summary_latest.csv",
1128
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/cerf/summary_latest.csv",
1129
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/commonlit/summary_latest.csv",
1130
- "complexity/outputs/cross_dataset_eval/transformer/roberta_train_pool/one_stop/summary_latest.csv",
1131
- "complexity/outputs/metrics/baseline_curve_metrics.csv",
1132
- "complexity/outputs/metrics/baseline_eval_metrics.csv",
1133
- "complexity/outputs/metrics/classical_lc_metrics.csv",
1134
- "complexity/outputs/metrics/combined_curve_metrics.csv",
1135
- "complexity/outputs/metrics/deep_curve_metrics.csv",
1136
- "complexity/outputs/metrics/deep_eval_metrics_internal.csv",
1137
- "complexity/outputs/metrics/deep_eval_metrics_test.csv",
1138
- "complexity/outputs/metrics/deep_eval_metrics_val.csv",
1139
- "complexity/outputs/metrics/family_internal_summary.csv",
1140
- "complexity/outputs/metrics/final_transformer_error_analysis.csv",
1141
- "complexity/outputs/metrics/internal_family_summary_metrics.csv",
1142
- "complexity/outputs/metrics/internal_model_summary_metrics.csv",
1143
- "complexity/outputs/metrics/internal_test_leaderboard.csv",
1144
- "complexity/outputs/metrics/manual_example_predictions.csv",
1145
- "complexity/outputs/metrics/results_complexity-classification.csv",
1146
- "complexity/outputs/metrics/top10_test_accuracy.csv",
1147
- "complexity/outputs/metrics/top10_test_f1_macro.csv",
1148
- "complexity/outputs/metrics/top10_val_f1_macro.csv",
1149
- "complexity/outputs/metrics/transformer_summary_metrics.csv"
1150
- ]
1151
- },
1152
- "selected_dashboard_sources": [
1153
- {
1154
- "category": "metadata",
1155
- "path": "app/app-models/prod-model-complexity/model-config.yaml",
1156
- "reason": "Production model identity, runtime settings, and label mapping."
1157
- },
1158
- {
1159
- "category": "experiment_config",
1160
- "path": "complexity/outputs/metrics/cfg_20260310_2125.json",
1161
- "reason": "Experiment or evaluation config attached for traceability."
1162
- },
1163
- {
1164
- "category": "primary_evaluation",
1165
- "path": "complexity/models/glove_bilstm_complexity_train_pool_20260307_163358/runs/metrics_latest.json",
1166
- "reason": "Primary validation/test metrics for the production model."
1167
- },
1168
- {
1169
- "category": "benchmark",
1170
- "path": "complexity/outputs/metrics/results_complexity-classification.csv",
1171
- "reason": "Benchmark rows used to compare the production model against peers."
1172
- },
1173
- {
1174
- "category": "training_history",
1175
- "path": "complexity/logs/complexity-classification_GloVe_BiLSTM_[train_pool].log",
1176
- "reason": "Training-history artifact used to build learning and loss curves."
1177
- },
1178
- {
1179
- "category": "cross_dataset",
1180
- "path": "complexity/outputs/cross_dataset_eval/summary_latest.csv",
1181
- "reason": "Cross-dataset evaluation summary rows."
1182
- },
1183
- {
1184
- "category": "class_distribution",
1185
- "path": "complexity/data/train_pool_train.parquet",
1186
- "reason": "Explicit split artifacts used to derive class distributions."
1187
- },
1188
- {
1189
- "category": "class_distribution",
1190
- "path": "complexity/data/train_pool_val.parquet",
1191
- "reason": "Explicit split artifacts used to derive class distributions."
1192
- },
1193
- {
1194
- "category": "class_distribution",
1195
- "path": "complexity/data/train_pool_test.parquet",
1196
- "reason": "Explicit split artifacts used to derive class distributions."
1197
- },
1198
- {
1199
- "category": "prediction_samples",
1200
- "path": "complexity/outputs/metrics/manual_example_predictions.csv",
1201
- "reason": "Prediction samples used for qualitative dashboard review."
1202
- },
1203
- {
1204
- "category": "confusion_matrix",
1205
- "path": "complexity/outputs/plots/confusion_matrices/cm_glove_bilstm_train_pool.png",
1206
- "reason": "Confusion-matrix image copied into the dashboard bundle."
1207
- }
1208
- ],
1209
- "missing_dashboard_sources": [],
1210
- "notes": [
1211
- "Primary evaluation uses the production GloVe BiLSTM metrics_latest.json referenced by prod-model-complexity/model-config.yaml.",
1212
- "Complexity is the richest dashboard domain in the repo: internal benchmark data, external evaluation summaries, split parquets, manual sample predictions, and prod-model training logs are all present.",
1213
- "Confusion matrices exist only as saved images for the production model; no numeric matrix artifact was found.",
1214
- "class_distribution parsing failed for complexity/data/train_pool_train.parquet: Parquet dashboard sources require the optional pandas dependency.",
1215
- "class_distribution parsing failed for complexity/data/train_pool_val.parquet: Parquet dashboard sources require the optional pandas dependency.",
1216
- "class_distribution parsing failed for complexity/data/train_pool_test.parquet: Parquet dashboard sources require the optional pandas dependency."
1217
- ]
1218
- }