Circuit-Diff paper data v1

README.md

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+---
+license: cc-by-4.0
+pretty_name: Circuit-Diff paper data
+tags:
+- interpretability
+- knowledge-editing
+- gemma
+- attribution-graphs
+- mechanistic-interpretability
+---
+
+# Circuit-Diff paper data
+
+This is the data behind the paper **"Circuit-Diff: Factual Edit-based
+Intervention Method for Localizing Knowledge in Attribution Graphs"**
+(Friedman & Song, under review 2026). Code: <https://github.com/edwardF8/Circuit-Diff>.
+
+Circuit-Diff diffs cross-layer-transcoder (CLT) attribution graphs before and
+after a MEMIT knowledge edit, ranks the resulting node changes by several
+candidate "diff scores," and verifies those rankings causally with targeted
+feature-clamping (patching) interventions. This dataset holds the pooled
+summary tables and one worked case-study bundle produced by that pipeline —
+not the raw multi-hundred-GB intervention sweeps, and not any model weights.
+
+## Provenance
+
+Computed with Circuit-Diff v0.1.0 (https://github.com/edwardF8/Circuit-Diff) on
+[google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) (gated, subject
+to the Gemma Terms of Use) using the public cross-layer transcoder
+[mntss/clt-gemma-2-2b-426k](https://huggingface.co/mntss/clt-gemma-2-2b-426k)
+(Piotrowski & Hanna), over edits derived from
+[CounterFact](https://rome.baulab.info/) (MIT license). Attribution graphs and
+feature-intervention ablations were computed with
+[circuit-tracer 0.4.1, decoderesearch fork](https://github.com/decoderesearch/circuit-tracer)
+(MIT license). GPU stages ran on an academic SLURM cluster.
+
+**No model weights or edited checkpoints are included in this release.**
+Curated MEMIT edit deltas for the case studies (enough to reconstruct
+`M_e = base gemma-2-2b weights + delta`) are planned for a follow-up drop —
+see `deltas/README.md`. The full ~100-edit delta set is not planned for
+release but exists and can be shared on request.
+
+## What's here
+
+```
+bundles/eiffel_paris_to_rome/   one full attribution-graph bundle (case study)
+tables/setdiff-500/             appear/disappear counts + top-K overlap, 239 edits
+tables/cf-sweep-24/             24-edit CounterFact ablation sweep, pooled + per-edit
+tables/ablation-redo/           group/single-node patching under the correct
+                                 intervention-layer protocol, incl. the null floor
+tables/ablation-verification/   rank-causality verification (do diff-score
+                                 rankings pick causally useful features?)
+tables/score-ablation/          six diff-score rankings compared head-to-head
+configs/<campaign>/             any config/edit-spec yaml or json per campaign
+deltas/                         placeholder — see deltas/README.md
+```
+
+Every table here is a **pooled summary CSV** already written by the campaign's
+own analysis code (`circuit_diff.setdiff.aggregate`, `circuit_diff.sweep.*`,
+`circuit_diff.probpatch.report`, `circuit_diff.scorepatch.report`). The raw
+per-node intervention rows (hundreds of thousands to millions of rows per
+campaign, tens of GB as parquet) are not included; each campaign's code in the
+`experiments` branch of the GitHub repo regenerates them from a freshly
+computed bundle (`cs compute` + `cs fetch`).
+
+## bundles/eiffel_paris_to_rome/
+
+The attribution-graph bundle behind the paper's Eiffel Tower Paris->Rome case
+study — the same bundle the interactive demo (`cs load <bundle> --serve`) reads, and the one
+`cs print-case` / `print-cards` / `print-readouts` render figures from. Same
+scrubbed bundle shipped with the library at
+`circuit_diff/examples/bundles/eiffel/`.
+
+- `bundle.json` — run metadata (model, CLT, edit, layer settings, timings).
+- `gate.json` — duplicate-gate membership for this bundle's nodes.
+- `prompt_meta.json` — prompt strings and token metadata for the edit and
+  paraphrase prompts.
+- `attribution/nodes.parquet`, `edges.parquet`, `errors.parquet` — the
+  attribution graph itself: per-node influence/activation values and diff
+  scores, the edge list, and CLT reconstruction-error terms.
+
+## tables/setdiff-500/ — appear/disappear counts + null-floor overlap
+
+**Backs**: the paper's set-difference + null-floor figure.
+
+Per CounterFact MEMIT edit on Gemma-2-2b, through the frozen 426k-feature CLT,
+each row (`setdiff_rows.csv`) measures how many feature nodes an edit creates
+(`appeared`, prefix `app_`) and destroys (`disappeared`, prefix `dis_`) on the
+edit prompt, how much of a size-matched top-K set that side's diff score
+recovers against a graph-influence or activation reference (`*_obs_infl`,
+`*_f_infl`, `*_obs_act`, `*_f_act`), and a **size-matched null distribution**
+for each (`*_null_infl_p2_5/med/p97_5/mean`, same for `_act`) so the overlap
+reads as a claim rather than a restatement of set size. `presence/` holds the
+same table computed under a different exclusion pass; `gate-assessment/` holds
+a duplicate-gate probe against the cf-sweep-24 edits. Full column-by-column
+description and the campaign's own summary numbers (239/500 edits captured,
+appeared n median 20,034, disappeared n median 466 as of the last measured
+run) are in the campaign's own `README.md` / `STATUS.md` in the code repo's
+`experiments` branch.
+
+## tables/cf-sweep-24/ — 24-edit CounterFact ablation sweep
+
+**Backs**: the 24-edit CounterFact sweep results (supplementary sweep
+material) and the raw edit landing/specificity table.
+
+- `edits.csv` — one row per edit: whether it landed on the edit prompt and a
+  heldout paraphrase, whether the base model's other facts stayed unchanged
+  (`specificity_ok`), the old/new-answer probabilities before and after the
+  edit, and the appeared/disappeared node counts.
+- `summary_pooled.csv` — headline pooled stats across all 24 edits.
+- `movement_pooled.csv` / `movement_by_edit.csv` — causal single-node
+  ablation results: for each ablation dose `k` (disappeared: 0, -1, -2, -4,
+  -8 times the node's own base activation; appeared: 1, 2, 4, 8 times its
+  edited-model activation), how many labeled nodes moved the true-label vs.
+  new-label logit/probability-rank, in which direction, and by how much
+  (`*_logit_down/up_any`, `*_ge_0p25`, `*_ge_1`, `*_rank_worse/better_any`,
+  `n_*_rank_*`, `*_rank_*_max`). `movement_by_edit.csv` adds the `name`
+  (edit id) column; `movement_pooled.csv` pools over all 24.
+- `setdiff_rows.csv` — same appear/disappear + overlap schema as
+  `setdiff-500/`, computed for this 24-edit set (includes a `dup_gate_scope`
+  and gated appeared/disappeared counts not present in the 500-edit table).
+
+Two edits (`cf943`, `cf14176`) used capped graphs (top-32,768 feature nodes);
+for them "appeared"/"disappeared" means entered/left the top-k, flagged via
+`capped` / `capped_detail` in `edits.csv`. Full figure-reading notes are in
+the campaign's `plots/FIGURE_DESCRIPTIONS.md` and `SWEEP_REPORT.md` in the
+code repo.
+
+## tables/ablation-redo/ — group and single-node patching, correct protocol
+
+**Backs**: the group-patching and single-node-patching figures, and the
+six-score comparison table (jointly with `score-ablation/`).
+
+Re-runs the ablation-verification campaign's interventions under the
+intervention-layer protocol actually used by circuit-tracer (clamp only up to
+the patching end layer, not every layer) — an earlier "every layer" version of
+this measurement had produced an artifactual null result on the appeared
+side. Three experiments, each with its own summary CSVs:
+
+- **Exp 1** (`inf_vs_a_signtest.csv`) — does the graph-influence-based ranking
+  beat the current champion ranking at all? Per (side, k, n_edits): how many
+  edits the influence ranking beats on, the median gap, and whether that gap
+  exceeds the noise floor.
+- **Exp 3 / group ablations** (`asym_group_summary.csv`,
+  `pair_single_summary.csv`, `fivearm_summary.csv`, `psweep_summary.csv`,
+  `single_graph_summary*.csv`) — which ranking wins, and at what set size `k`
+  (0.1%-25%), across arms A (the paper's diff score), INF_GRAPH, ACT_GRAPH,
+  RND, and further baseline variants; `_p95`, `_nofloor`, `_floor` suffix
+  variants repeat the measurement with/without the null-activation floor
+  described below.
+- **Exp 2 / single-node ablations** (`scores_graph_summary*.csv`,
+  `exp2/by_k*.csv`, `exp2/superadditivity*.csv`) — feature-by-feature
+  comparison of all eight candidate diff scores, including a
+  superadditivity check (does patching a group beat the sum of its parts
+  patched individually?).
+- **Null floor** (`floor_*.csv`, e.g. `floor_fdr.csv`, `floor_fdr_selected.csv`,
+  `floor_coverage_exp2.csv`, `floor_vs_unfloored_*.csv`) — a node only counts
+  as "moved" if its activation delta clears the 99th percentile of that run's
+  control-prompt (off-target) activation-delta pool; these tables report
+  FDR-controlled selection and coverage under that floor, and side-by-side
+  floored vs. unfloored results (the floor reversed some suppress-side
+  verdicts — see the code repo's `FLOOR_RESULTS.md`).
+- **Duplicate gate** (`gate_*.csv`, e.g. `gate_share.csv`,
+  `gate_coverage_exp2*.csv`, `gate_membership_broad.csv`,
+  `gate_rerun_cost.csv`) — a robustness re-analysis asking how much of each
+  experiment's node population is a "duplicate" of an already-selected node
+  under the duplicate gate; demoted to a robustness check because the
+  gate can itself remove noise at rank 1, and the pre-gate numbers are
+  treated as primary.
+
+Column meanings and headline numbers per file are documented in the campaign's
+own `README.md`, `GATE_ASSESSMENT.md`, and `FLOOR_RESULTS.md` in the code
+repo's `experiments` branch.
+
+## tables/ablation-verification/ — rank-causality verification
+
+**Backs**: the rank-causality verification result (do the diff-score
+rankings pick causally load-bearing features, versus activation- or
+random-selected baselines?).
+
+- `exp1.csv` — dose-response, joint-patch medians across edits: for each
+  (partition = appeared/disappeared, group = A/ACT/RND baseline, lam = patch
+  strength), the median new-label recovery `R_new_med`, old-label recovery
+  `R_old_med`, and off-target KL divergence `KL_off_med`.
+- `per_edit.csv` — the same joint-patch measurement broken out per edit, plus
+  each edit's base-vs-edited-model endpoint probabilities, the denominators
+  used to normalize recovery scores, per-edit tau (the off-target KL
+  normalization constant), and the golden (zero-effect sanity-check) max
+  |Δ log-prob| for that edit.
+
+Twelve edits, probability-space readouts, all interventions applied to the
+unedited model M₀. Full experimental design (why α=1, τ=0, the ε_R
+denominator guard, the constrained intervention-layer convention) is recorded
+in the campaign's `README.md` and `REPORT.md`.
+
+## tables/score-ablation/ — six-score comparison
+
+**Backs**: the six-score comparison table/figure (do different candidate diff
+scores select causally different feature sets?).
+
+- `bands_pooled.csv` — per (edit, feature group, side, arm, patch strength
+  `lam`), the recovery scores `R_primary`/`R_new`/`R_old`, off-target KL `kl`,
+  group size `n_members`, and which score/band selected that group (`band`,
+  `band_score`, `band_alpha` — e.g. band = top/low/random 1%, 5%, 25% by a
+  given score).
+- `overlap_matrix.csv` — pairwise Jaccard overlap between every pair of
+  scores' top-10% selected node sets, per side and per edit (`n_a`, `n_b`,
+  `n_inter`, `jaccard`).
+
+Three intervention arms: arm 1 installs candidate nodes into the base model
+M₀; arm 2 and arm 3 remove/suppress nodes from the edited model M_e and base
+model M₀ respectively. Twelve edits, edit-prompt only. Full arm/lambda-grid
+design and headline pooled numbers (median/p90 recovery per arm, KL
+quantiles) are in the campaign's `README.md` and `REPORT.md`.
+
+## configs/
+
+Any campaign config or edit-spec file matching `config*`, `edits*`, or
+`spec*` with a `.yaml`/`.yml`/`.json` extension, copied per campaign
+(sbatch job scripts are excluded). Most campaigns select and record their
+edits as `edits.txt` (plain text, one CounterFact case id per line) or
+generated Python `RunConfig` files rather than yaml/json, so this directory
+may be sparse or empty for a given campaign — that reflects how the code
+actually stores configuration, not an omission.
+
+## deltas/
+
+Placeholder only — see `deltas/README.md`. No edit deltas or model weights
+are included in this drop.
+
+## Licenses
+
+- **Tables and this dataset card**: CC-BY-4.0.
+- **Base model**: google/gemma-2-2b, used and redistributed here only in
+  derived summary-statistic form, subject to the
+  [Gemma Terms of Use](https://ai.google.dev/gemma/terms).
+- **CLT**: [mntss/clt-gemma-2-2b-426k](https://huggingface.co/mntss/clt-gemma-2-2b-426k),
+  public, by Piotrowski & Hanna.
+- **Edit source**: [CounterFact](https://rome.baulab.info/) (MIT license).
+- **Graph/intervention library**: circuit-tracer 0.4.1, decoderesearch fork
+  (MIT license).
+
+## Citation
+
+If you use this data, please cite the paper (Friedman & Song, under review
+2026) and code repository at <https://github.com/edwardF8/Circuit-Diff>.

bundles/eiffel_paris_to_rome/attribution/edges.parquet

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bundles/eiffel_paris_to_rome/bundle.json

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+{"format_version": 1, "adapter": "gemma-2-2b", "circuit_tracer": "0.4.1", "tool": "0.0.1", "created_at": "2026-07-30T22:51:17.930183+00:00", "timings": {"A": 62.713698625564575, "B": 215.648517370224}, "capped_feature_nodes": {}, "n_active_total": {"edit/A": 2119, "heldout/A": 1986, "control/A": 2022, "edit/B": 34950, "heldout/B": 37986, "control/B": 21247}, "graph_opts_used": {"max_feature_nodes": null, "attribution_batch_size": 64, "offload": null}}

bundles/eiffel_paris_to_rome/gate.json

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+{
+  "passed": false,
+  "clt_floor": 0.5,
+  "edit_prompts": [
+    "edit"
+  ],
+  "checks": {
+    "all_edits_landed": true,
+    "all_edits_floor": false
+  },
+  "per_prompt": [
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+      "name": "edit",
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+      "floor_ok": false,
+      "specificity_ok": null
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+      "landed": true,
+      "floor_ok": false,
+      "specificity_ok": null
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+      "role": "control",
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+      "landed": null,
+      "floor_ok": false,
+      "specificity_ok": true
+    }
+  ]
+}

bundles/eiffel_paris_to_rome/prompt_meta.json

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+{"format_version": 1, "scan": "mntss/clt-gemma-2-2b-426k", "dashboards": {"kind": "hf", "repo": "mntss/clt-gemma-2-2b-426k", "subpath": null, "revision": null}, "error_node_schema": "ct-0.4.1", "n_layers": 26, "prompts": [{"name": "edit", "role": "edit", "label": "Eiffel Paris\u2192Rome", "slug_base": "edit", "input_tokens": [2, 651, 125957, 22643, 603, 7023, 575, 573, 3413, 576], "old_token_id": 7127, "new_token_id": 11344, "old_label": " Paris", "new_label": " Rome", "token_labels": {"576": " of", "2": "<bos>", "125957": " Eiffel", "651": "The", "7023": " located", "11344": " Rome", "22643": " Tower", "3413": " city", "7127": " Paris", "603": " is", "573": " the", "575": " in"}, "stats": {"completeness_metric": "circuit_tracer.compute_graph_scores", "completeness_before": 0.9076292514801025, "completeness_after": 0.8647324442863464, "reconstruction_before": 0.6997247338294983, "reconstruction_after": 0.4858034551143646, "error_share_before": 0.3002752661705017, "error_share_after": 0.5141965448856354, "p_answer_before": 0.94921875, "p_answer_after": 0.9609375, "argmax_before": 7127, "argmax_after": 11344, "edit_landed": true, "role": "edit", "argmax_a": 7127, "argmax_b": 11344, "p_old_before": 0.94921875, "p_old_after": 0.0001430511474609375, "p_new_before": 1.9073486328125e-05, "p_new_after": 0.9609375}, "note": "edit", "token_probs": {"7127": {"before": 0.94921875, "after": 0.0001430511474609375}, "11344": {"before": 1.9073486328125e-05, "after": 0.9609375}}, "meta": {"kind": "edit"}}, {"name": "heldout", "role": "heldout", "label": "Eiffel Paris\u2192Rome", "slug_base": "heldout", "input_tokens": [2, 651, 125957, 22643, 603, 575, 573, 3413, 576], "old_token_id": 7127, "new_token_id": 11344, "old_label": " Paris", "new_label": " Rome", "token_labels": {"576": " of", "2": "<bos>", "125957": " Eiffel", "651": "The", "11344": " Rome", "22643": " Tower", "3413": " city", "7127": " Paris", "603": " is", "573": " the", "575": " in"}, "stats": {"completeness_metric": "circuit_tracer.compute_graph_scores", "completeness_before": 0.897830069065094, "completeness_after": 0.8619318008422852, "reconstruction_before": 0.674543023109436, "reconstruction_after": 0.4610699415206909, "error_share_before": 0.32545697689056396, "error_share_after": 0.5389300584793091, "p_answer_before": 0.92578125, "p_answer_after": 0.9609375, "argmax_before": 7127, "argmax_after": 11344, "edit_landed": true, "role": "heldout", "argmax_a": 7127, "argmax_b": 11344, "p_old_before": 0.92578125, "p_old_after": 0.000530242919921875, "p_new_before": 1.8596649169921875e-05, "p_new_after": 0.9609375}, "note": "heldout", "token_probs": {"7127": {"before": 0.92578125, "after": 0.000530242919921875}, "11344": {"before": 1.8596649169921875e-05, "after": 0.9609375}}, "meta": {"kind": "paraphrase"}}, {"name": "control", "role": "control", "label": "Big Ben London\u2192Rome", "slug_base": "control", "input_tokens": [2, 8267, 4658, 603, 7023, 575, 573, 3413, 576], "old_token_id": 5282, "new_token_id": 11344, "old_label": " London", "new_label": " Rome", "token_labels": {"576": " of", "2": "<bos>", "5282": " London", "8267": "Big", "7023": " located", "11344": " Rome", "4658": " Ben", "3413": " city", "603": " is", "573": " the", "575": " in"}, "stats": {"completeness_metric": "circuit_tracer.compute_graph_scores", "completeness_before": 0.8856006860733032, "completeness_after": 0.8626870512962341, "reconstruction_before": 0.6360147595405579, "reconstruction_after": 0.48863324522972107, "error_share_before": 0.36398524045944214, "error_share_after": 0.5113667547702789, "p_answer_before": 0.58203125, "p_answer_after": 0.1591796875, "argmax_before": 5282, "argmax_after": 5282, "edit_landed": false, "role": "control", "argmax_a": 5282, "argmax_b": 5282, "p_old_before": 0.58203125, "p_old_after": 0.380859375, "p_new_before": 0.00028228759765625, "p_new_after": 0.1591796875}, "note": "control", "token_probs": {"5282": {"before": 0.58203125, "after": 0.380859375}, "11344": {"before": 0.00028228759765625, "after": 0.1591796875}}, "meta": {"kind": "control"}}]}

deltas/README.md

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+# Curated case-study deltas — forthcoming
+
+This directory is a placeholder. Curated MEMIT edit deltas for the paper's
+case studies (Eiffel Tower Paris->Rome, and Taj Mahal / Pentium II if
+available) are planned for a follow-up drop and are not included yet.
+
+When added, each delta reconstructs an edited model M_e as:
+`base google/gemma-2-2b weights + delta -> M_e`.
+
+No model weights or edited checkpoints are included in this release.

tables/ablation-redo/asym_group_summary.csv

@@ -0,0 +1,14 @@
+k,A,INF_GRAPH,ACT_GRAPH,RND,side
+0.005,-28.016578946262598,-35.113198935985565,-1.348905898630619,-0.5369954742491245,disappeared
+0.01,-38.298571441322565,-37.86137135326862,-15.162891864776611,-0.7322621941566467,disappeared
+0.05,-42.40683815255761,-41.318509701639414,-23.952247597277164,-4.4457380548119545,disappeared
+0.1,-44.15071839094162,-42.64306275546551,-27.644902050495148,-8.042601257562637,disappeared
+0.25,-42.433051720261574,-42.1070561259985,-37.88041350990534,-23.5712471306324,disappeared
+0.005,5.276786953210831,2.6296537071466446,1.2167131453752518,1.171367347240448,appeared
+0.01,6.232404947280884,2.5102488696575165,1.838996723294258,1.4364519119262695,appeared
+0.05,8.161500826478004,4.940663516521454,1.897402971982956,2.671955555677414,appeared
+0.1,8.617648214101791,4.8411340564489365,1.6665725111961365,3.6658919155597687,appeared
+0.25,8.529443591833115,5.960115492343903,3.8218405544757843,6.393500566482544,appeared
+0.5,7.486812978982925,6.244214802980423,4.155230760574341,6.697041869163513,appeared
+0.75,7.0619977414608,5.885216027498245,4.8878945372998714,7.609969198703766,appeared
+1.0,6.905080288648605,6.238000959157944,4.6072582602500916,6.903869599103928,appeared

tables/ablation-redo/asym_single_summary.csv

@@ -0,0 +1,321 @@
+edit_id,partition,arm,k,lam,eff,kl
+cf6615,disappeared,A,0.001,-8.0,-42.7333527803421,0.20831814408302307
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tables/ablation-redo/exp1/per_edit.csv

@@ -0,0 +1,13 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
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tables/ablation-redo/exp1_gated/per_edit.csv

@@ -0,0 +1,13 @@
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tables/ablation-redo/exp2/by_k.csv

@@ -0,0 +1,641 @@
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tables/ablation-redo/exp2/exp1.csv

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tables/ablation-redo/exp2/gate_reanalysis_s1_broad.csv

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tables/ablation-redo/exp2/gate_reanalysis_s1_strict.csv

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tables/ablation-redo/exp2/gate_reanalysis_s2_broad.csv

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tables/ablation-redo/exp2/gate_reanalysis_s2_strict.csv

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tables/ablation-redo/exp2/gate_reanalysis_s3_broad.csv

@@ -0,0 +1,65 @@
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tables/ablation-redo/exp2/gate_reanalysis_s3_strict.csv

@@ -0,0 +1,65 @@
+side,set,k,arm,precision
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tables/ablation-redo/exp2/per_edit.csv

@@ -0,0 +1,9 @@
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tables/ablation-redo/exp2/superadditivity.csv

@@ -0,0 +1,17 @@
+edit_id,side,n_members,sum_individual,joint,ratio
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tables/ablation-redo/exp2/superadditivity_gated.csv

@@ -0,0 +1,17 @@
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tables/ablation-redo/exp2_graph/exp1.csv

@@ -0,0 +1 @@
+edit_id,partition,group,group_kind,k,lam,l_start,l_end,effect,is_l_end_star,n_members,R_new,R_old,KL_off,R_new_adj,R_old_adj,R_new_adjphi,R_old_adjphi,phi,kl,l1_dist,Rz_new,Rz_old,Rz_new_adj,Rz_old_adj,denom_z_ok_new,denom_z_ok_old,tau_used,jaccard_act,group_id,ln_frozen

tables/ablation-redo/exp2_graph/per_edit.csv

@@ -0,0 +1,9 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
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+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,0.0008740462362766266,0.11026382446289062,169156
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,0.0007781204767525196,0.0,182459
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tables/ablation-redo/exp2_graph_floor95/exp1.csv

@@ -0,0 +1 @@
+edit_id,partition,group,group_kind,k,lam,l_start,l_end,effect,is_l_end_star,n_members,R_new,R_old,KL_off,R_new_adj,R_old_adj,R_new_adjphi,R_old_adjphi,phi,kl,l1_dist,Rz_new,Rz_old,Rz_new_adj,Rz_old_adj,denom_z_ok_new,denom_z_ok_old,tau_used,jaccard_act,group_id,ln_frozen

tables/ablation-redo/exp2_graph_floor95/per_edit.csv

@@ -0,0 +1,9 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
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tables/ablation-redo/exp3/frontier.csv

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tables/ablation-redo/exp3/per_edit.csv

@@ -0,0 +1,13 @@
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tables/ablation-redo/exp3/why_e_fails.csv

@@ -0,0 +1,169 @@
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tables/ablation-redo/exp3_4arm/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
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tables/ablation-redo/exp3_4arm_floor/per_edit.csv

@@ -0,0 +1,25 @@
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+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.09304638206958771,,0.1091468334197998,4478
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.1016690731048584,,0.0,4471
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.04175178520381451,,0.0,4590
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.09583278372883797,,0.0,3976
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.02148275449872017,,0.0,3825
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.04058635234832764,,0.1347060203552246,4615
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.028965214267373085,,0.0,4252
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.06566929072141647,,0.250396728515625,4586
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.03006051667034626,,0.0,4698
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.13559632748365402,,0.0,4700
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.140426903963089,,0.0,4547
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.052812330424785614,,0.0,4531
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.056439829990267754,,0.17590904235839844,4007
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.17515527456998825,,0.0,4027
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.22947833687067032,,0.0,4525
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.30634237825870514,,0.0,4364
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.056730110198259354,,0.0,4386
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.015065624378621578,,0.0,4577
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.08315476030111313,,0.0,4384
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.16927405446767807,,0.019981682300567627,4256
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,1.3384104371070862,,0.0,5582

tables/ablation-redo/exp3_5arm/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.038638051599264145,,0.028870582580566406,5095
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.019557652063667774,,0.1754016876220703,4968
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.07802271097898483,,0.0,5804
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.02744365017861128,,0.1091468334197998,5034
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.028978584334254265,,0.0,5125
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.004270270466804504,,0.0,5084
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.042218996211886406,,0.0,5123
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.016837967559695244,,0.0,5010
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.014649187680333853,,0.13710594177246094,5197
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.026949850842356682,,0.0,5094
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.02252632286399603,,0.13362979888916016,5211
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.00402349722571671,,0.0,5269
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.05532585643231869,,0.0,5101
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.048720354214310646,,0.0,4975
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.019811507314443588,,0.0,5266
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.032103925943374634,,0.17911148071289062,4983
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.07767992466688156,,0.0,5027
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.01545028667896986,,0.0,5115
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.07621632888913155,,0.0,5198
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.015013853088021278,,0.0,5034
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.004113429458811879,,0.0,5200
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.027112780138850212,,0.0,5073
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.034270768985152245,,0.1165776252746582,5025
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,0.14682354778051376,,0.0,5794

tables/ablation-redo/exp3_5arm_floor/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.06700499728322029,,0.07085156440734863,6006
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.04885144159197807,,0.17292213439941406,6099
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.5983141958713531,,0.0,7002
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.09387107193470001,,0.10183858871459961,6073
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.10132558643817902,,0.0,6174
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.04211435280740261,,0.0,6252
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.0966571606695652,,0.0,5654
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.021418023854494095,,0.0,5453
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.040661104023456573,,0.1347060203552246,6263
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.029169930145144463,,0.0,6043
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.06533116102218628,,0.250396728515625,6110
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.030122393742203712,,0.0,6357
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.13550714403390884,,0.0,6336
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.13736438751220703,,0.0,6136
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.05262758955359459,,0.0,6165
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.05684465914964676,,0.1776885986328125,5630
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.17769427597522736,,0.0,5702
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.2313951775431633,,0.0,6161
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.30634237825870514,,0.0,6038
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.05701693519949913,,0.0,6021
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.015376987867057323,,0.0,6259
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.08378660678863525,,0.0,6032
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.1683877930045128,,0.11343002319335938,5907
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,1.3384104371070862,,0.0,6986

tables/ablation-redo/exp3_5arm_floor90/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.08700532838702202,,0.08483171463012695,8044
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.04149804636836052,,0.17145729064941406,8075
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.6419030129909515,,0.0,9232
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.20639541745185852,,0.1091468334197998,8126
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.06758756935596466,,0.0,8279
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.023765195161104202,,0.0,8094
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.039808399975299835,,0.0,7837
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.01201531570404768,,0.0,7331
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.02835061587393284,,0.137481689453125,8145
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.056115783751010895,,0.0,8059
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.06133144162595272,,0.2472696304321289,8220
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.008657960221171379,,0.0,8314
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.08805251866579056,,0.0,8203
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.15295636653900146,,0.0,8059
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.0635618269443512,,0.0,8300
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.09147801250219345,,0.17911148071289062,7733
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.24934674054384232,,0.0,7931
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.08781638368964195,,0.0,8194
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.3131411373615265,,0.0,8168
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.03221532516181469,,0.0,8055
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.009546259418129921,,0.0,8261
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.060023948550224304,,0.0,7994
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.10206712782382965,,0.1165776252746582,7512
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,0.8645707368850708,,0.0,8985

tables/ablation-redo/exp3_5arm_floor95/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.06796355172991753,,0.0917820930480957,7929
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.036358876153826714,,0.18157005310058594,7966
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.5370317101478577,,0.0,9181
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.08336265757679939,,0.10526823997497559,8030
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.10182302072644234,,0.0,8251
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.020696263760328293,,0.0,8094
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.045079346746206284,,0.0,7740
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.022461850196123123,,0.0,7089
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.02380669955164194,,0.13695573806762695,8072
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.04341433197259903,,0.0,7942
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.06659244000911713,,0.2472696304321289,8089
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.015072607900947332,,0.0,8219
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.09293235838413239,,0.0,8189
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.1055055670440197,,0.0,8050
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.047798024490475655,,0.0,8205
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.06434893235564232,,0.17911148071289062,7532
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.2485121339559555,,0.0,7873
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.1269097775220871,,0.0,8070
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.3473743349313736,,0.0,8058
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.02572222240269184,,0.0,8046
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.007484177825972438,,0.0,8241
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.05919118970632553,,0.0,7885
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.06567814201116562,,0.114349365234375,7405
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,1.5397733449935913,,0.0,8968

tables/ablation-redo/exp3_5arm_floor99q/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.006099771708250046,,0.01966249942779541,1758
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.0033151498064398766,,0.11254501342773438,1700
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.0059185754507780075,,0.0,2090
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.005871985107660294,,0.09699034690856934,1618
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.01730633806437254,,0.0,1936
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.0023908744333311915,,0.0,1754
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,0.0019836220890283585,,0.0,1606
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,0.00630253367125988,,0.0,1402
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,0.0018617379828356206,,0.1334090232849121,1736
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.006911576027050614,,0.0,1766
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.014500906690955162,,0.250396728515625,1940
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,0.0007362741744145751,,0.0,1744
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,0.003783279098570347,,0.0,1682
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,0.016679704189300537,,0.0,1830
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,0.005366642028093338,,0.0,1902
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,0.0058348458260297775,,0.16645336151123047,1436
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.017183239571750164,,0.0,1610
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.013460054993629456,,0.0,1760
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.019988414831459522,,0.0,1868
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,0.00472066062502563,,0.0,1682
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.0004514574247878045,,0.0,1910
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,0.010339925065636635,,0.0,1758
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,0.023328453302383423,,0.019981682300567627,1818
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,0.00919222179800272,,0.0,1870

tables/ablation-redo/exp3_gated/ladder_pre_vs_post.csv

@@ -0,0 +1,113 @@
+group,k,R_pre,partition,R_post
+A,0.001,-0.2580963045803014,disappeared,-0.18938154633289805
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tables/ablation-redo/exp3_gated/per_edit.csv

@@ -0,0 +1,13 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,0.017586695961654186,,0.08895325660705566,10140
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,0.010832652449607849,,0.12598419189453125,9809
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,0.06241549365222454,,0.0,12653
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,0.01114827673882246,,0.10449385643005371,10005
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,0.02847335021942854,,0.0,10652
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,0.0054481299594044685,,0.0,9892
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,0.016749370843172073,,0.0,10422
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,0.02427198365330696,,0.1331338882446289,10847
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,0.04095282778143883,,0.0,9951
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,0.013351211789995432,,0.0,10097
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,0.07349271699786186,,0.0,10232
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,0.002035590121522546,,0.0,10071

tables/ablation-redo/exp3_scores_floor/per_edit.csv

@@ -0,0 +1,13 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.07085156440734863,6996
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.1665058135986328,6955
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,9038
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.09845566749572754,7039
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+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,,,0.0,7080
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,,,0.0,7385
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,,,0.1313333511352539,7699
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,,,0.0,6365
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,,,0.0,7017
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,,,0.0,7344
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,,,0.0,7477

tables/ablation-redo/exp4_psweep90/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.06782245635986328,900
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.11584281921386719,900
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,936
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.09847331047058105,900
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,,,0.0,900
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,,,0.0,900
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,,,0.0,896
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,,,0.0,891
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,,,0.13416242599487305,900
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,,,0.0,900
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,,,0.1304311752319336,900
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,,,0.0,900
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,,,0.0,900
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,,,0.0,900
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,,,0.0,900
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,,,0.17603015899658203,900
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,,,0.0,896
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,,,0.0,900
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,,,0.0,900
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,,,0.0,900
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,,,0.0,900
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,,,0.0,900
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,,,0.1165776252746582,891
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,,,0.0,936

tables/ablation-redo/exp4_psweep95/per_edit.csv

@@ -0,0 +1,23 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.08209085464477539,900
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.18157005310058594,900
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,936
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.10190582275390625,900
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,,,0.0,900
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,,,0.0,892
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,,,0.0,887
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,,,0.13571929931640625,900
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,,,0.0,900
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,,,0.12760543823242188,896
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,,,0.0,900
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,,,0.0,900
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,,,0.0,900
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,,,0.0,896
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,,,0.17210149765014648,900
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,,,0.0,896
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,,,0.0,900
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,,,0.0,896
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,,,0.0,900
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,,,0.0,900
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,,,0.114349365234375,891
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,,,0.0,936

tables/ablation-redo/exp4_psweep99/per_edit.csv

@@ -0,0 +1,10 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.028226494789123535,895
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.12022590637207031,900
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,931
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.09987211227416992,900
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,,,0.0,892
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,,,0.0,896
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,,,0.0,877
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,,,0.0,882
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,,,0.13337469100952148,900

tables/ablation-redo/exp4_psweep995/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.031739234924316406,891
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.17011070251464844,895
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,931
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.10208010673522949,900
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,,,0.0,892
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,,,0.0,896
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,,,0.0,877
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,,,0.0,882
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,,,0.13392162322998047,900
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,,,0.0,892
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,,,0.12617778778076172,896
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,,,0.0,900
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,,,0.0,900
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,,,0.0,900
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,,,0.0,896
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,,,0.17224693298339844,883
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,,,0.0,844
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,,,0.0,900
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,,,0.0,886
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,,,0.0,890
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,,,0.0,895
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,,,0.0,896
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,,,0.11343002319335938,873
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,,,0.0,936

tables/ablation-redo/exp4_psweep999/per_edit.csv

@@ -0,0 +1,25 @@
+edit_id,t_old_id,t_new_id,t_old_str,t_new_str,p_M0_old,p_M0_new,p_Me_old,p_Me_new,denom_old,denom_new,denom_ok_old,denom_ok_new,eps_r,tau_exp1,tau_exp2,golden_max_abs_dlogprob,n_rows
+cf10618,4645,12710, English, Italian,0.14084994792938232,0.005461345426738262,0.0004091337323188782,0.9498335719108582,0.14044081419706345,0.9443722264841199,True,True,0.01,,,0.028611183166503906,824
+cf11405,13473,27006, Virginia, Milan,0.03758024424314499,3.7693549614914446e-08,3.4046797736664303e-06,0.9118198752403259,0.03757683956337132,0.9118198375467763,True,True,0.01,,,0.11782264709472656,871
+cf14176,48654,52716, Nissan, Dodge,0.17344479262828827,1.774519114405848e-05,8.659416198497638e-05,0.5214440822601318,0.1733581984663033,0.5214263370689878,True,True,0.01,,,0.0,927
+cf17549,46814,44132, NBC, CBS,0.11226745694875717,0.11226745694875717,0.0002748544211499393,0.9882999658584595,0.11199260252760723,0.8760325089097023,True,True,0.01,,,0.10394644737243652,890
+cf21243,21462,32136, Islam, Christianity,0.0838627964258194,0.003684673923999071,1.2522334145614877e-05,0.9627160429954529,0.08385027409167378,0.9590313690714538,True,True,0.01,,,0.0,819
+cf21247,7127,89615, Paris, Constantinople,7.907653343863785e-05,1.9216255253695635e-09,3.747514710994437e-05,0.9956768155097961,4.160138632869348e-05,0.9956768135881706,False,True,0.01,,,0.0,892
+cf21464,72801,128253, Madagascar, Bree,0.06961295008659363,2.5686386351253532e-08,5.0466571366314383e-08,0.9795081615447998,0.06961289962002226,0.9795081358584135,True,True,0.01,,,0.0,877
+cf21830,35543,38812, Nevada, Ottawa,0.02925702929496765,5.835998351244598e-08,8.294695419408527e-08,0.976466715335846,0.029256946348013457,0.9764666569758624,True,True,0.01,,,0.0,872
+cf2572,86574,21462, Judaism, Islam,0.0407526008784771,0.0020289525855332613,0.0005575475515797734,0.8896183371543884,0.04019505332689732,0.8875893845688552,True,True,0.01,,,0.1347060203552246,886
+cf3492,49395,33324, anatomy, biology,6.828537880210206e-05,0.0001638081157580018,0.01713608205318451,0.26805344223976135,0.017067796674382407,0.26788963412400335,True,True,0.01,,,0.0,878
+cf3722,6987,4645, French, English,0.006418867968022823,6.292836769716814e-05,0.000653648457955569,0.9204056262969971,0.005765219510067254,0.9203426979292999,False,True,0.01,,,0.12722396850585938,891
+cf3799,12514,59950, Berlin, Sheffield,0.01777176931500435,2.5679856019422687e-09,8.945621630118694e-06,0.6069272756576538,0.01776282369337423,0.6069272730896682,True,True,0.01,,,0.0,896
+cf3981,29169,132607, jazz, sitcom,0.00040238784276880324,1.9064765044429777e-10,5.22513403211633e-07,0.5209426879882812,0.0004018653293655916,0.5209426877976336,False,True,0.01,,,0.0,896
+cf4082,14250,82250, actor, economist,0.0006909539806656539,6.363466582115507e-06,2.323474473087117e-05,0.5280249118804932,0.0006677192359347828,0.528018548413911,False,True,0.01,,,0.0,892
+cf4362,35699,66875, Swedish, Finnish,1.612239793757908e-05,0.006504238583147526,4.422895472089294e-06,0.983914852142334,1.1699502465489786e-05,0.9774106135591865,False,True,0.01,,,0.0,876
+cf4626,19863,12965, Barcelona, Boston,0.004715180490165949,3.1770636269357055e-05,4.7247682232409716e-05,0.9776466488838196,0.004667932807933539,0.9776148782475502,False,True,0.01,,,0.17078590393066406,838
+cf6467,13524,8057, Intel, Microsoft,0.8001418709754944,0.00047108769649639726,9.982284245779738e-05,0.9756869673728943,0.8000420481330366,0.9752158796763979,True,True,0.01,,,0.0,721
+cf6615,26996,59950, Seattle, Sheffield,0.06076449528336525,1.0048577792076685e-07,2.7332765739629394e-07,0.9813318252563477,0.06076422195570785,0.9813317247705697,True,True,0.01,,,0.0,881
+cf6804,16748,47244, piano, violin,0.01974954456090927,5.5472406529588625e-05,5.670294740411919e-06,0.9978578686714172,0.01974387426616886,0.9978023962648876,True,True,0.01,,,0.0,816
+cf6842,71787,57050, MTV, HBO,0.008163434453308582,0.025145146995782852,1.347837752518899e-07,0.9929310083389282,0.00816329966953333,0.9677858613431454,False,True,0.01,,,0.0,863
+cf7128,6987,21047, French, Dutch,0.00028331417706795037,5.137885068506876e-07,0.00023653874814044684,0.9943674206733704,4.6775428927503526e-05,0.9943669068848635,False,True,0.01,,,0.0,883
+cf7351,16748,69662, piano, trumpet,0.17474213242530823,0.006775487679988146,0.00011221522436244413,0.9679334759712219,0.17462991720094578,0.9611579882912338,True,True,0.01,,,0.0,883
+cf7515,40266,9865, Adobe, Apple,0.606392502784729,0.005944862961769104,0.0004533346218522638,0.9287830591201782,0.6059391681628767,0.9228381961584091,True,True,0.01,,,0.019981682300567627,785
+cf943,46547,5928, Malta, Japan,0.06106257438659668,1.7547467479062107e-08,0.004920654930174351,0.22272583842277527,0.05614191945642233,0.2227258208753078,True,True,0.01,,,0.0,936