{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001031852,0.0001133343,0.0001470311,0.00003793601,0.0007196687,0.0000724479,0.0002275115,0.0001580632,0.004224403],"category_scores_gemma":[0.0004818682,0.0001279466,0.00007293653,0.0003213436,0.001602758,0.0006849408,0.00002300383,0.0001150278,0.00335548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008315182,"about_ca_system_score_gemma":0.00069841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111241,"about_ca_topic_score_gemma":0.0002087135,"domain_scores_codex":[0.9984387,0.0005252856,0.0002104589,0.0002327148,0.0002030631,0.0003897899],"domain_scores_gemma":[0.9985418,0.0008797526,0.0001034502,0.0001523074,0.0001844517,0.0001382164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.231595e-7,0.0001557637,0.0008716139,0.00002070935,0.00003052885,1.646671e-7,0.03806968,0.000004874832,0.00007477226,0.8892545,0.06642715,0.005089926],"study_design_scores_gemma":[0.0001917604,0.00004277443,0.01730477,0.00003186563,0.00004705857,0.000002223511,0.1419738,0.0001114489,0.00006340566,0.09185659,0.7480731,0.0003012056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.120519,0.003496395,0.0005653542,0.5698691,0.007762642,0.0003915927,0.000007166371,0.00007440963,0.2973143],"genre_scores_gemma":[0.9115291,0.0005196861,0.003863189,0.002872217,0.005441799,0.0001191919,0.000007532523,0.00001627794,0.07563098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7973979,"threshold_uncertainty_score":0.9974205,"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."}}