{"id":"W2101050986","doi":"10.7202/012085ar","title":"Analyse exploratoire du discours sur la pratique chez des enseignants d’un CFER","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01121531,0.0005552674,0.000974651,0.002479173,0.009497993,0.006766424,0.001254416,0.001915884,0.007411849],"category_scores_gemma":[0.03990598,0.0005705701,0.0004946549,0.002319719,0.008279029,0.003472168,0.005068123,0.003970755,0.001038312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00952716,"about_ca_system_score_gemma":0.01265109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09858541,"about_ca_topic_score_gemma":0.1418544,"domain_scores_codex":[0.9866409,0.007008705,0.0005128304,0.0009636515,0.003606233,0.001267745],"domain_scores_gemma":[0.9411288,0.03488192,0.008257587,0.001562597,0.01197412,0.002194803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005402658,0.00005991785,0.03057114,0.0002212596,0.00001923928,0.0005257396,0.9503825,0.00005269755,0.0007377416,0.002653448,0.001065652,0.01365674],"study_design_scores_gemma":[0.00000572949,0.00006996937,0.03501263,0.0002972673,0.0000199445,0.0002318357,0.9352274,0.0001537352,0.0003978017,0.0006007139,0.02794711,0.00003595122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790329,0.001338834,0.002257788,0.003392406,0.00007387899,0.0001108977,0.0001157671,0.00002340853,0.01365422],"genre_scores_gemma":[0.9816793,0.00182986,0.001486392,0.0008973919,0.00003523864,0.0002030418,0.00009565966,0.00003624272,0.01373672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09858541,"threshold_uncertainty_score":0.1960232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4947953871574295,"score_gpt":0.4634101431040979,"score_spread":0.0313852440533316,"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."}}