{"id":"W2144230508","doi":"10.7202/1028631ar","title":"Introduction","year":2014,"lang":"fr","type":"article","venue":"Globe Revue internationale d’études québécoises","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001978201,0.0007525087,0.0004610742,0.001589363,0.004105377,0.006139791,0.001857156,0.002158699,0.3420299],"category_scores_gemma":[0.005500051,0.0002169284,0.0006406258,0.001732704,0.001418282,0.001720116,0.00208337,0.002042466,0.130962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01003857,"about_ca_system_score_gemma":0.02069709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3053988,"about_ca_topic_score_gemma":0.3444411,"domain_scores_codex":[0.998167,0.000212034,0.00004558345,0.000338057,0.0008561113,0.0003811204],"domain_scores_gemma":[0.9962056,0.0002651751,0.00009663817,0.0003417263,0.002355571,0.0007353362],"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":[0.00005638342,0.00004046721,0.001157806,0.000176448,0.000006221409,0.0001091509,0.0005589579,0.0001289177,0.0003402266,0.06521287,0.8096535,0.122559],"study_design_scores_gemma":[0.000002876966,0.000005168903,0.0005760983,0.00008714866,0.000001865268,0.00003438341,0.0001697705,0.0000229562,0.00006141167,0.001698838,0.9973348,0.000004714299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002606001,0.003259683,0.003500156,0.01646266,0.007706606,0.0002620539,0.005223191,0.0007511664,0.9602285],"genre_scores_gemma":[0.01420492,0.001865837,0.0022636,0.006186487,0.001040364,0.0001709726,0.003257295,0.0002565861,0.970754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6579701,"threshold_uncertainty_score":0.9385145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655106297399179,"score_gpt":0.2464845275932802,"score_spread":0.2299334646192884,"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."}}