{"id":"W3010711360","doi":"10.7202/1067708ar","title":"Numérique et forme scolaire dans les discours d’enseignants en formation","year":2020,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006714236,0.0004836084,0.0005781694,0.001701357,0.01024053,0.007648808,0.0009688442,0.002608653,0.006607601],"category_scores_gemma":[0.016167,0.0003705856,0.0002762495,0.001623383,0.03510808,0.007490032,0.00669132,0.005127423,0.0008037331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006714283,"about_ca_system_score_gemma":0.005465842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02567123,"about_ca_topic_score_gemma":0.03647741,"domain_scores_codex":[0.9914668,0.005548141,0.0002770272,0.0006270981,0.001318479,0.0007625272],"domain_scores_gemma":[0.988638,0.007384739,0.001409504,0.0005808799,0.001115312,0.0008715671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002382312,0.00001934462,0.003257354,0.00009016127,0.000003990747,0.0003963564,0.5096824,0.0001327825,0.0003609182,0.4764583,0.002184122,0.007390365],"study_design_scores_gemma":[0.00001683102,0.00004367828,0.006529929,0.0005082451,0.000009234939,0.0008375735,0.3807256,0.0005656194,0.000749573,0.0673423,0.5426129,0.00005851129],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5882271,0.004919162,0.02103884,0.05370083,0.0003998389,0.00009303114,0.00008880971,0.0001025109,0.3314298],"genre_scores_gemma":[0.9702771,0.001043302,0.001773188,0.0009237567,0.00005790004,0.00005490007,0.00002207931,0.0000456908,0.02580206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567123,"threshold_uncertainty_score":0.05104357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3574513090646861,"score_gpt":0.4880392433995248,"score_spread":0.1305879343348387,"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."}}