{"id":"W4255950548","doi":"10.7202/1044841ar","title":"Présentation","year":2018,"lang":"fr","type":"article","venue":"Revue québécoise de psychologie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de 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":[],"consensus_categories":[],"category_scores_codex":[0.004792021,0.00105266,0.000813159,0.002050215,0.002545207,0.006347851,0.001775068,0.00459719,0.1518938],"category_scores_gemma":[0.05525898,0.0003374522,0.001019939,0.001247545,0.001592965,0.003850011,0.002601469,0.006062689,0.07625361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581946,"about_ca_system_score_gemma":0.005784833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717817,"about_ca_topic_score_gemma":0.003867776,"domain_scores_codex":[0.9953021,0.001024876,0.0004011315,0.000659917,0.002070975,0.0005409616],"domain_scores_gemma":[0.9756035,0.005423832,0.001360447,0.001708805,0.01356411,0.002339272],"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":[0.0001180479,0.00002564163,0.0004313848,0.0003115851,0.0000227438,0.000916102,0.0002054736,0.00004805371,0.0004026355,0.008451604,0.951874,0.03719278],"study_design_scores_gemma":[0.00001343062,0.00001465185,0.0001930147,0.0002694283,0.00001002137,0.001370261,0.0001917323,0.00004662313,0.0004316203,0.002224942,0.9952218,0.00001248713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003991761,0.02235759,0.009366676,0.2797993,0.5428014,0.0004767461,0.004986125,0.001166534,0.1350538],"genre_scores_gemma":[0.04790557,0.02763758,0.005749516,0.1757647,0.260784,0.001381737,0.007054,0.001357853,0.4723651],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1518938,"threshold_uncertainty_score":0.5081353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2973562703462106,"score_gpt":0.5071220204855063,"score_spread":0.2097657501392957,"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."}}