{"id":"W2128429882","doi":"10.7202/1008985ar","title":"Apprendre en contexte de stage : une dynamique de transformations de son répertoire","year":2012,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","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":[0.00769343,0.0004780814,0.0004788926,0.002619133,0.007116349,0.01139347,0.00160952,0.002019974,0.01827212],"category_scores_gemma":[0.02586053,0.000666513,0.0006577417,0.00291061,0.01606055,0.01428136,0.008997074,0.002453741,0.002510674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006286582,"about_ca_system_score_gemma":0.009565243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749751,"about_ca_topic_score_gemma":0.02302297,"domain_scores_codex":[0.9896795,0.005314077,0.0003235287,0.001414372,0.002268154,0.001000468],"domain_scores_gemma":[0.98255,0.009618678,0.001312214,0.002502025,0.002755069,0.001261985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000129455,0.00003653784,0.009807378,0.0001852023,0.00001488727,0.0007947057,0.829818,0.0002856276,0.003913705,0.0981588,0.001823271,0.0550325],"study_design_scores_gemma":[0.00002608052,0.0002171719,0.02648869,0.0007208817,0.00003893305,0.001448552,0.6297109,0.001376817,0.003918529,0.06211447,0.2738131,0.0001259774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089003,0.001334023,0.04342201,0.006554223,0.0002188286,0.0002485247,0.0002932908,0.0002406621,0.2387883],"genre_scores_gemma":[0.9453524,0.0004733219,0.009934109,0.0003045868,0.00002409114,0.0001840619,0.0001221155,0.0002350643,0.04337027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827212,"threshold_uncertainty_score":0.06112635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4327620820067919,"score_gpt":0.4985287417821493,"score_spread":0.0657666597753574,"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."}}