{"id":"W2073853058","doi":"10.7202/1015634ar","title":"Le praticien réflexif","year":2013,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine","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":[0.01068384,0.0007217646,0.0007014551,0.00133588,0.005421459,0.01424958,0.001672514,0.006828782,0.01469188],"category_scores_gemma":[0.0213805,0.0004513713,0.0006379985,0.001446341,0.05338663,0.02194564,0.009641968,0.01427938,0.005758808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005685438,"about_ca_system_score_gemma":0.007556146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005436134,"about_ca_topic_score_gemma":0.002733926,"domain_scores_codex":[0.9795725,0.01129671,0.0006189892,0.002375134,0.004811828,0.00132486],"domain_scores_gemma":[0.9915707,0.00383405,0.0009068751,0.001328401,0.001700783,0.0006592216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000117285,0.000007343556,0.00009058216,0.00006927236,0.000004317965,0.0001055487,0.010833,0.00003104043,0.0001466041,0.9653409,0.01329628,0.01006329],"study_design_scores_gemma":[0.00001660468,0.00002487123,0.0004592684,0.0003933098,0.000005864067,0.0005267572,0.01063119,0.0001217418,0.0004223741,0.2654791,0.7218843,0.00003476199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007931206,0.03503066,0.02480789,0.2027682,0.007636931,0.00007257568,0.0001306339,0.0002702746,0.7213517],"genre_scores_gemma":[0.6541618,0.02116353,0.00837414,0.04670179,0.006450294,0.0003847138,0.0002078,0.0006075919,0.2619483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01469188,"threshold_uncertainty_score":0.05650216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059348473267117,"score_gpt":0.4427635846352321,"score_spread":0.2368287373085204,"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."}}