{"id":"W7163550528","doi":"10.5281/zenodo.17507234","title":"PERCEPTION DES STAGIAIRES QUANT À L'ACCOMPAGNEMENT REÇU AU REGARD DE LEUR DÉVELOPPEMENT PROFESSIONNEL","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","funders":"","keywords":"Occupational training; Professional development; Secondary education; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003882925,0.0002436855,0.0003371442,0.00171277,0.007974765,0.004436094,0.0008984429,0.0009593085,0.01543709],"category_scores_gemma":[0.008166416,0.0002264771,0.0002884376,0.001394071,0.005099439,0.002255531,0.002679632,0.002237329,0.001023199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02152707,"about_ca_system_score_gemma":0.02455803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.743257,"about_ca_topic_score_gemma":0.8621525,"domain_scores_codex":[0.9971553,0.0008242818,0.0001110335,0.000237801,0.001154804,0.000516779],"domain_scores_gemma":[0.9916062,0.001056454,0.001276744,0.0002264944,0.003424174,0.002409941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001304075,0.0001102009,0.2801887,0.0004936455,0.00007437765,0.0004404171,0.6348768,0.0002272187,0.002411329,0.01532871,0.01288714,0.05283099],"study_design_scores_gemma":[0.00001229985,0.00009951289,0.5256178,0.0004928127,0.00003712968,0.0001538528,0.3897002,0.0003686807,0.0003571066,0.001747791,0.08131815,0.00009463041],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210998,0.001407459,0.001505587,0.007388222,0.0001034825,0.00008441852,0.0003687402,0.00004302434,0.06799933],"genre_scores_gemma":[0.983077,0.0006580422,0.0004927855,0.0005273034,0.00001307347,0.00003342502,0.0001291747,0.00001533747,0.01505372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.743257,"threshold_uncertainty_score":0.5165099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09792730643275116,"score_gpt":0.3435799645121242,"score_spread":0.2456526580793731,"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."}}