{"id":"W4366347206","doi":"10.18162/fp.2023.795","title":"Processus de consultation auprès de formateurs de stagiaires en enseignement : réfléchir aux activités professionnelles essentielles de la profession en vue de l’évaluation des compétences","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Humanities; Political science; 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":[0.04974743,0.0007761561,0.0007266354,0.003592281,0.01068156,0.009021222,0.001835954,0.002856377,0.009798152],"category_scores_gemma":[0.09933148,0.0006141467,0.0006620403,0.001968103,0.006619323,0.005069742,0.007466794,0.004082446,0.001586222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01861607,"about_ca_system_score_gemma":0.04353324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05665646,"about_ca_topic_score_gemma":0.06942228,"domain_scores_codex":[0.93797,0.04611182,0.001844077,0.001961402,0.008058669,0.004054024],"domain_scores_gemma":[0.8753527,0.07584381,0.006661974,0.003521683,0.02771333,0.01090646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003321326,0.0004398846,0.02177324,0.0006894343,0.00004376278,0.00119088,0.76865,0.000420077,0.0040076,0.01960786,0.00656443,0.1762807],"study_design_scores_gemma":[0.00009959735,0.0006230156,0.06844842,0.001719162,0.00007577379,0.0006468559,0.7537798,0.001814273,0.006142843,0.01144683,0.1549649,0.0002385103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8271964,0.002771638,0.03613524,0.02312365,0.0006917316,0.002644493,0.0001903608,0.0003958545,0.1068507],"genre_scores_gemma":[0.9580584,0.0008718142,0.01306389,0.001206676,0.0001021496,0.0009074525,0.00009237751,0.00007781696,0.02561942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05665646,"threshold_uncertainty_score":0.2630926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357420771790758,"score_gpt":0.4697562664836851,"score_spread":0.3340141893046094,"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."}}