{"id":"W7113547280","doi":"","title":"McGill University","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008094276,0.0009736258,0.001006379,0.001311527,0.004477064,0.006215326,0.001340712,0.001410343,0.6864362],"category_scores_gemma":[0.002675234,0.0004948428,0.0004951339,0.001824686,0.001057548,0.001414887,0.001812214,0.001823049,0.2500417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070781,"about_ca_system_score_gemma":0.01224909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4762289,"about_ca_topic_score_gemma":0.6788223,"domain_scores_codex":[0.9991042,0.00005479078,0.00001952774,0.0002335492,0.0004191377,0.0001687266],"domain_scores_gemma":[0.998203,0.0001543407,0.0000441732,0.0001780068,0.0007237622,0.000696742],"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":[0.00003412245,0.00002064977,0.000162048,0.00004459954,0.000004275825,0.00004671773,0.00008871903,0.00006178414,0.0002911075,0.01196927,0.9666911,0.02058561],"study_design_scores_gemma":[0.000008341132,0.000008382256,0.0007837118,0.00003905358,0.000003982208,0.00001278308,0.00008545083,0.00005647944,0.0001716349,0.001091805,0.9977286,0.000009791339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001378172,0.002228616,0.0008093278,0.01294897,0.002716218,0.00006532965,0.01061342,0.001094945,0.9681451],"genre_scores_gemma":[0.002848965,0.0004253474,0.0002779518,0.0004547172,0.0001187719,0.00001057691,0.0007966996,0.0001581165,0.9949089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4762289,"threshold_uncertainty_score":0.9469138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263237845361556,"score_gpt":0.2365493301007243,"score_spread":0.2239169516471088,"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."}}