{"id":"W1496374691","doi":"10.7202/039978ar","title":"L’apprentissage par transformation en contexte de formation professionnelle","year":2010,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Sociology; Philosophy","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":[0.005921892,0.0003933826,0.0002592991,0.0009338941,0.01218826,0.006490363,0.0008853818,0.001720582,0.005859914],"category_scores_gemma":[0.007679493,0.0002615482,0.0004422111,0.0008688536,0.01902624,0.005002033,0.006336783,0.002831835,0.0005908124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006907742,"about_ca_system_score_gemma":0.009708765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04437653,"about_ca_topic_score_gemma":0.05545913,"domain_scores_codex":[0.9924057,0.005234368,0.0001403589,0.0003987755,0.0008300827,0.0009907138],"domain_scores_gemma":[0.9950107,0.002545385,0.0005908033,0.0003436224,0.0006188853,0.0008905163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003583585,0.0000614847,0.005871539,0.00007241021,0.000004558099,0.0007277829,0.8967363,0.000139072,0.0007710583,0.0714413,0.001345703,0.02279303],"study_design_scores_gemma":[0.0000107675,0.0001053858,0.009943641,0.0002032403,0.00000696192,0.0006948927,0.8445859,0.000320685,0.0006322208,0.01477849,0.1286863,0.00003152112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8007832,0.002059782,0.01289443,0.0174072,0.0002292107,0.0001608191,0.00004041656,0.00005779574,0.1663671],"genre_scores_gemma":[0.9872103,0.0004646567,0.001473826,0.0003079425,0.00001922747,0.00003758088,0.00001330396,0.00001098203,0.01046213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04437653,"threshold_uncertainty_score":0.08823645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713230554039147,"score_gpt":0.3114271109284147,"score_spread":0.2942948053880233,"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."}}