{"id":"W4361271967","doi":"10.18162/fp.2023.788","title":"Guide d’évaluation des compétences au service du travail de supervision des stagiaires en enseignement : enjeux et défis","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sociology; Political science; Library science; 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":[0.04596153,0.0008414048,0.0009573924,0.006988958,0.004925141,0.01123,0.002058606,0.0027498,0.00780061],"category_scores_gemma":[0.07666726,0.0006336884,0.0009303298,0.004894102,0.009900503,0.006359381,0.006338456,0.004529913,0.003196865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287652,"about_ca_system_score_gemma":0.05130937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04903128,"about_ca_topic_score_gemma":0.07370008,"domain_scores_codex":[0.9447579,0.0353782,0.003027636,0.001666729,0.01382596,0.001343481],"domain_scores_gemma":[0.9121779,0.03434324,0.00299491,0.004212366,0.0412442,0.005027325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001912341,0.0003283853,0.0171766,0.002227195,0.0000835702,0.0003532036,0.2578288,0.001212097,0.00162359,0.1876989,0.05137162,0.4799048],"study_design_scores_gemma":[0.00006760634,0.0004389263,0.02634525,0.004415817,0.00006759189,0.0006924332,0.1973848,0.001853033,0.003061248,0.04037324,0.7251104,0.0001896642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2111361,0.02510645,0.2119289,0.08335982,0.00372569,0.006717219,0.001638866,0.001953501,0.4544336],"genre_scores_gemma":[0.5828767,0.015306,0.2558527,0.006859266,0.0002684415,0.005257848,0.001042989,0.0005071106,0.132029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04903128,"threshold_uncertainty_score":0.2430707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2482496858829059,"score_gpt":0.4725514604856084,"score_spread":0.2243017746027025,"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."}}