### released

| system | what | commitment_ami | question_ami | question_icsi |
|---|---|---|---|---|
| `cue-text` | cue-text (released) | 0.9155 / 0.0996 | 0.9044 / 0.5251 | 0.9621 / 0.6024 |
| `jev-1.13-openrouter` | Jev 1.13 (TypeSafe, via OpenRouter) | 0.8675 / 0.1143 | 0.9315 / 0.5521 | 0.9669 / 0.6447 |

### inventory

| file | rows | positives by gold key | meetings / documents | rows also in SporeLabs training text (flagged) | gold_source |
|---|---|---|---|---|---|
| commitment_ami | 33650 | commitment: 118 | 40 | 38 | human:AMI |
| question_ami | 33650 | open_question: 1286 | 40 | 38 | human:AMI |
| question_icsi | 15163 | open_question: 622; question: 1115 | 11 | 10 | human:ICSI |

### commitment_ami

| system | gold key | n | positives | AUROC | F1 | precision | recall | caught | coverage |
|---|---|---|---|---|---|---|---|---|---|
| jev-1.13-openrouter | commitment | 33612 | 118 | 0.8675 | 0.1143 | 0.0988 | 0.1356 | 16 of 118 | 1.00 |
| cue-text | commitment | 33612 | 118 | 0.9155 | 0.0996 | 0.0586 | 0.3305 | 39 of 118 | 1.00 |
| gliner2-base | commitment | 33612 | 118 | 0.7868 | 0.0378 | 0.0204 | 0.2542 | 30 of 118 | 1.00 |
| keyword-rules | commitment | 33612 | 118 | 0.5368 | 0.0170 | 0.0092 | 0.1186 | 14 of 118 | 1.00 |
| bart-large-mnli | commitment | 33612 | 118 | 0.4239 | 0.0048 | 0.0024 | 0.4407 | 52 of 118 | 1.00 |

### question_ami

| system | gold key | n | positives | AUROC | F1 | precision | recall | caught | coverage |
|---|---|---|---|---|---|---|---|---|---|
| jev-1.13-openrouter | open_question | 33612 | 1283 | 0.9315 | 0.5521 | 0.4915 | 0.6298 | 808 of 1283 | 1.00 |
| cue-text | open_question | 33612 | 1283 | 0.9044 | 0.5251 | 0.3997 | 0.7654 | 982 of 1283 | 1.00 |
| keyword-rules | open_question | 33612 | 1283 | 0.8641 | 0.4793 | 0.3469 | 0.7747 | 994 of 1283 | 1.00 |
| bart-large-mnli | open_question | 33612 | 1283 | 0.8448 | 0.0760 | 0.0395 | 0.9805 | 1258 of 1283 | 1.00 |

### question_icsi

| system | gold key | n | positives | AUROC | F1 | precision | recall | caught | coverage |
|---|---|---|---|---|---|---|---|---|---|
| jev-1.13-openrouter | open_question | 15153 | 622 | 0.9669 | 0.6447 | 0.5630 | 0.7540 | 469 of 622 | 1.00 |
| cue-text | open_question | 15153 | 622 | 0.9621 | 0.6024 | 0.4518 | 0.9035 | 562 of 622 | 1.00 |
| keyword-rules | open_question | 15153 | 622 | 0.9251 | 0.4996 | 0.3450 | 0.9051 | 563 of 622 | 1.00 |
| bart-large-mnli | open_question | 15153 | 622 | 0.8920 | 0.0815 | 0.0425 | 0.9952 | 619 of 622 | 1.00 |
| keyword-rules | question | 15153 | 1115 | 0.9387 | 0.7317 | 0.6158 | 0.9013 | 1005 of 1115 | 1.00 |
| cue-text | question | 15153 | 1115 | 0.9561 | 0.6698 | 0.6350 | 0.7085 | 790 of 1115 | 1.00 |
| jev-1.13-openrouter | question | 15153 | 1115 | 0.9355 | 0.6047 | 0.7071 | 0.5283 | 589 of 1115 | 1.00 |
| bart-large-mnli | question | 15153 | 1115 | 0.8953 | 0.1456 | 0.0785 | 0.9955 | 1110 of 1115 | 1.00 |

### commitment_ami_claude

| system | gold key | n | positives | AUROC | F1 | precision | recall | caught |
|---|---|---|---|---|---|---|---|---|
| jev-1.13-openrouter | commitment | 4113 | 11 | 0.9335 | 0.2222 | 0.2857 | 0.1818 | 2 of 11 |
| claude-sonnet-5 | commitment | 4113 | 11 | 0.9510 | 0.1217 | 0.0673 | 0.6364 | 7 of 11 |
| cue-text | commitment | 4113 | 11 | 0.9143 | 0.1111 | 0.0698 | 0.2727 | 3 of 11 |
| claude-haiku-4.5 | commitment | 4113 | 11 | 0.9055 | 0.0748 | 0.0394 | 0.7273 | 8 of 11 |
| gliner2-base | commitment | 4113 | 11 | 0.8145 | 0.0519 | 0.0280 | 0.3636 | 4 of 11 |
| keyword-rules | commitment | 4113 | 11 | 0.5342 | 0.0187 | 0.0104 | 0.0909 | 1 of 11 |
| bart-large-mnli | commitment | 4113 | 11 | 0.3324 | 0.0023 | 0.0012 | 0.2727 | 3 of 11 |

### question_icsi_claude

| system | gold key | n | positives | AUROC | F1 | precision | recall | caught |
|---|---|---|---|---|---|---|---|---|
| cue-text | open_question | 874 | 44 | 0.9895 | 0.7963 | 0.6719 | 0.9773 | 43 of 44 |
| jev-1.13-openrouter | open_question | 874 | 44 | 0.9905 | 0.7629 | 0.6981 | 0.8409 | 37 of 44 |
| claude-sonnet-5 | open_question | 874 | 44 | 0.9913 | 0.7368 | 0.6000 | 0.9545 | 42 of 44 |
| claude-haiku-4.5 | open_question | 874 | 44 | 0.9898 | 0.7097 | 0.5500 | 1.0000 | 44 of 44 |
| keyword-rules | open_question | 874 | 44 | 0.9511 | 0.6316 | 0.4719 | 0.9545 | 42 of 44 |
| bart-large-mnli | open_question | 874 | 44 | 0.9036 | 0.0991 | 0.0521 | 1.0000 | 44 of 44 |
| keyword-rules | question | 874 | 76 | 0.9733 | 0.8848 | 0.8202 | 0.9605 | 73 of 76 |
| cue-text | question | 874 | 76 | 0.9821 | 0.7143 | 0.7812 | 0.6579 | 50 of 76 |
| jev-1.13-openrouter | question | 874 | 76 | 0.9562 | 0.6512 | 0.7925 | 0.5526 | 42 of 76 |
| bart-large-mnli | question | 874 | 76 | 0.9157 | 0.1691 | 0.0923 | 1.0000 | 76 of 76 |