{"id":"W4387333209","doi":"10.18162/fp.2023.a289","title":"Prendre un pas de recul pour dégager un portrait d’ensemble au sujet de l’insertion professionnelle en enseignement au Québec","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université TÉLUQ; Université du Québec en Outaouais","funders":"","keywords":"Portrait; Humanities; Philosophy; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002029837,0.0004051111,0.0002489774,0.001335679,0.02009964,0.008446589,0.0009396712,0.003444336,0.01413816],"category_scores_gemma":[0.005665321,0.0003219816,0.0003436143,0.001689945,0.008328167,0.003233606,0.001877518,0.005870426,0.001455653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04355558,"about_ca_system_score_gemma":0.05034365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9631617,"about_ca_topic_score_gemma":0.9817876,"domain_scores_codex":[0.9973537,0.000741808,0.0000697895,0.0002255814,0.0007840469,0.0008250411],"domain_scores_gemma":[0.9967817,0.0005469311,0.0001876842,0.0001435478,0.001787959,0.0005521404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001131937,0.00005451398,0.01984815,0.000194302,0.00002644168,0.002352461,0.2643978,0.001001088,0.002260369,0.3746928,0.2244815,0.1105774],"study_design_scores_gemma":[0.000006270911,0.00001977683,0.01132149,0.0002603916,0.00001177476,0.0002862483,0.07199021,0.000397675,0.0005130998,0.004373967,0.9107541,0.00006502852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2122526,0.007963445,0.01567877,0.2870679,0.004616208,0.0001472448,0.0006959077,0.0002900264,0.4712879],"genre_scores_gemma":[0.5924624,0.002505198,0.004941253,0.01171948,0.0003089363,0.00005277268,0.0001364134,0.0002019108,0.3876716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04355558,"threshold_uncertainty_score":0.3160194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234169603583651,"score_gpt":0.3264892612408682,"score_spread":0.2941475652050317,"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."}}