{"id":"W7140432691","doi":"10.5281/zenodo.19242544","title":"Calibration worksheet for the TS dataset","year":2025,"lang":"","type":"dataset","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742503,0.003107289,0.001430279,0.004294922,0.001117701,0.0020691,0.00348501,0.00244703,0.09743732],"category_scores_gemma":[0.008971508,0.000876212,0.00222499,0.005628264,0.0006472715,0.001388311,0.001663379,0.002626316,0.1360517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278335,"about_ca_system_score_gemma":0.004352244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06314742,"about_ca_topic_score_gemma":0.1334336,"domain_scores_codex":[0.9985567,0.0002537309,0.000102878,0.0004645327,0.0004021371,0.0002201471],"domain_scores_gemma":[0.9958637,0.0009745391,0.0001837061,0.001389964,0.001252392,0.0003357864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005338358,0.00002756561,0.0005156462,0.000189532,0.00002951067,0.00001420039,0.00001127024,0.0006837429,0.0001368874,0.0002541722,0.9946525,0.003431547],"study_design_scores_gemma":[0.0005451455,0.00005788372,0.006679657,0.0002359003,0.00006612584,0.0001362121,0.0001284282,0.004626447,0.001621825,0.004256156,0.981564,0.00008229949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003173871,0.0000594196,0.0004794059,0.00009143816,0.00005772044,0.00002740284,0.9956541,0.002229978,0.001083146],"genre_scores_gemma":[0.0005299709,0.00003201038,0.0009390998,0.00004892563,0.00001129602,0.00008441997,0.9970803,0.0002996312,0.0009742986],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09743732,"threshold_uncertainty_score":0.3259603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564433621122835,"score_gpt":0.269668713362176,"score_spread":0.2540243771509477,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}