{"id":"W3209787344","doi":"10.18162/fp.2021.744","title":"Introduction au dossier - La formation et la profession enseignante : perspectives comparatives en Europe, en Amérique et en Afrique","year":2021,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.005518504,0.0005098291,0.0005998142,0.004709814,0.004512403,0.006671904,0.0008582314,0.004459029,0.01659627],"category_scores_gemma":[0.006633995,0.0002091727,0.0004642153,0.007543791,0.01106513,0.008980831,0.004390098,0.00571882,0.0009074257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007300797,"about_ca_system_score_gemma":0.005524395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02084811,"about_ca_topic_score_gemma":0.01937747,"domain_scores_codex":[0.9962946,0.001789804,0.000207045,0.0004249346,0.0009658585,0.0003178457],"domain_scores_gemma":[0.9871526,0.0101274,0.000571614,0.0001650639,0.001431901,0.000551442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001032155,0.00006644457,0.003502423,0.001590403,0.00001606826,0.0003492697,0.07269696,0.000232942,0.0007839727,0.7457709,0.07829547,0.09659192],"study_design_scores_gemma":[0.000009294169,0.00006257941,0.005871433,0.002419384,0.00001079626,0.0004390749,0.05286724,0.00006237445,0.0001465155,0.05101088,0.8870662,0.00003409848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02375542,0.382747,0.003597295,0.4390153,0.01347749,0.00003374905,0.0005334049,0.00003353851,0.1368068],"genre_scores_gemma":[0.4602306,0.3880775,0.005197821,0.06503498,0.03026151,0.0001759921,0.0006737889,0.00008694449,0.0502608],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02084811,"threshold_uncertainty_score":0.05552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810331512445106,"score_gpt":0.4489811921653772,"score_spread":0.3679480409208666,"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."}}