{"id":"W7163557130","doi":"10.5281/zenodo.17512826","title":"COMMENT FAVORISER LE DÉVELOPPEMENT PROFESSIONNEL DES STAGIAIRES EN ENSEIGNEMENT EN SITUATION DE HANDICAP SELON LES FORMATRICES UNIVERSITAIRES ET DE TERRAIN?","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Occupational training; Primary care; Professional development; Teaching staff; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006548934,0.0003781999,0.0003788302,0.001654907,0.004423875,0.004029226,0.001337749,0.001351553,0.01005687],"category_scores_gemma":[0.02304754,0.0003126087,0.0006062998,0.001403264,0.003497271,0.002382361,0.002097591,0.002034393,0.001079237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077531,"about_ca_system_score_gemma":0.01736185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3911164,"about_ca_topic_score_gemma":0.5605922,"domain_scores_codex":[0.9960051,0.001243479,0.0001989267,0.0002850133,0.0009835176,0.00128403],"domain_scores_gemma":[0.9828619,0.002882815,0.003437824,0.0004169409,0.004890574,0.005510122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001273174,0.0002002584,0.8561807,0.0002453984,0.00008189327,0.0006078138,0.09033784,0.0001651783,0.0005922634,0.001784717,0.005522953,0.04415363],"study_design_scores_gemma":[0.00001335543,0.0001330849,0.8604825,0.000416107,0.00003871447,0.0002858893,0.1267077,0.0001873444,0.000177891,0.0003796845,0.01112777,0.00004990073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709228,0.001414911,0.0006306973,0.01191425,0.0002078377,0.00008474864,0.0001995815,0.00001985439,0.01460537],"genre_scores_gemma":[0.9917576,0.0009566492,0.0004739001,0.0009776618,0.00004114707,0.00005687687,0.0001111309,0.000009408624,0.005615648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3911164,"threshold_uncertainty_score":0.7776797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398595408455123,"score_gpt":0.3094117327566225,"score_spread":0.2654257786720712,"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."}}