{"id":"W7097900897","doi":"","title":"Saint Mary&amp;apos;s University, Halifax S6bastien J.R.J. Houde DISTRIBUTION STATEMENT A Saint Mary&amp;apos;s University, Halifax Approved for Public Release","year":2002,"lang":"en","type":"article","venue":"","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); SAINT; Distribution (mathematics); Empirical research; Empirical evidence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001317516,0.0005132559,0.0005788885,0.000391322,0.002737515,0.00004729012,0.0006652108,0.0004840961,0.004288855],"category_scores_gemma":[0.0002879643,0.0005242077,0.0002572015,0.0009173849,0.0001876074,0.0007853485,0.0005431374,0.0008654804,0.002024579],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005092017,"about_ca_system_score_gemma":0.0008829728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075184,"about_ca_topic_score_gemma":0.01706923,"domain_scores_codex":[0.9948612,0.0007937032,0.00096399,0.0008807416,0.0007530235,0.00174737],"domain_scores_gemma":[0.9956819,0.0008203737,0.000631445,0.0008222531,0.000892216,0.001151761],"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":[0.002901235,0.001285921,0.0508905,0.002294215,0.0001925598,0.00003117899,0.00239456,0.0002330146,0.00007194022,0.07748961,0.8405777,0.02163754],"study_design_scores_gemma":[0.004144114,0.0003042284,0.01133408,0.0001884899,0.00007674586,0.000004884109,0.001933424,0.005795006,0.000008405771,0.0003386024,0.9752817,0.0005903276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204435,0.0003039401,0.08957113,0.04339565,0.001959681,0.007400373,0.01264372,0.0008954459,0.02338657],"genre_scores_gemma":[0.8129463,0.000977921,0.01002726,0.003640074,0.0006833327,0.0000684889,0.01255364,0.00009874179,0.1590043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356177,"threshold_uncertainty_score":0.9997209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3273761506076609,"score_gpt":0.4232010456186482,"score_spread":0.09582489501098729,"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."}}