{"id":"W4416111218","doi":"10.7202/1121263ar","title":"Introduction","year":2024,"lang":"fr","type":"article","venue":"Revue du Nouvel-Ontario","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001088337,0.0006917686,0.0006658941,0.0004789409,0.000263663,0.0007478613,0.0004330242,0.0004038481,0.04996184],"category_scores_gemma":[0.0001571962,0.0008419537,0.0004965195,0.00116983,0.0002726279,0.00126155,0.0002235916,0.001868157,0.1698789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01719497,"about_ca_system_score_gemma":0.003604203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6163046,"about_ca_topic_score_gemma":0.9577903,"domain_scores_codex":[0.9957704,0.0002297102,0.0008441154,0.001522448,0.0004763373,0.001157002],"domain_scores_gemma":[0.9979664,0.0001291012,0.000155587,0.001106942,0.0002433589,0.0003985824],"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":[0.0001216392,0.0004502128,0.009009255,0.0012087,0.0006654073,0.001412895,0.05005717,0.0008598831,0.002133007,0.04856195,0.8677753,0.0177446],"study_design_scores_gemma":[0.000383181,0.0001751403,0.009358888,0.0009608585,0.0006880605,0.002462452,0.000255978,0.001374324,0.0004011203,0.0008336749,0.9822664,0.0008399572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6414982,0.06218762,0.001225725,0.09819882,0.1261616,0.001735357,0.0003745252,0.001857586,0.06676051],"genre_scores_gemma":[0.1092708,0.000265587,0.002251159,0.0001039971,0.03027068,0.00006775909,0.0002347023,0.0004162909,0.857119],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7903585,"threshold_uncertainty_score":0.9994031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205223310515838,"score_gpt":0.2134727203401517,"score_spread":0.2014204872349933,"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."}}