{"id":"W4327725709","doi":"10.18162/fp.2023.831","title":"Introduction au dossier - Évaluation des stagiaires en enseignement : de l’introspection à la prospection","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Introspection; Prospection; Sociology; Library science; Humanities; Psychology; Geography; Philosophy; Archaeology; 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":[0.06319354,0.000873205,0.001082463,0.004004656,0.001670385,0.008035035,0.00157326,0.005526321,0.008823532],"category_scores_gemma":[0.1853043,0.0005841787,0.001067453,0.001950186,0.009401796,0.006820647,0.005686532,0.009660928,0.00332887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369278,"about_ca_system_score_gemma":0.005779266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555781,"about_ca_topic_score_gemma":0.001226421,"domain_scores_codex":[0.8817818,0.07701094,0.01222306,0.00312775,0.02497504,0.0008814079],"domain_scores_gemma":[0.6884763,0.2441421,0.01300616,0.009236217,0.04267368,0.002465585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000453768,0.0003593965,0.004828648,0.005965578,0.0001795638,0.0004663958,0.01836753,0.001052824,0.005833099,0.1137146,0.2698666,0.578912],"study_design_scores_gemma":[0.0001250718,0.0004998652,0.008837843,0.01084767,0.00008834814,0.001881243,0.004369107,0.001002641,0.004582372,0.0730451,0.8944774,0.000243488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02102102,0.0772891,0.1637645,0.6001855,0.02707266,0.0031578,0.001619283,0.001604808,0.1042853],"genre_scores_gemma":[0.273103,0.07050196,0.2392527,0.2870858,0.046229,0.006395109,0.002016,0.001403803,0.07401267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06319354,"threshold_uncertainty_score":0.3342034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309589480986253,"score_gpt":0.3940186091055981,"score_spread":0.3609227142957356,"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."}}