{"id":"W4391894503","doi":"10.18162/fp.2023.799","title":"L’environnement sociopédagogique en classe primaire et l’utilisation de données de recherche-action par les milieux de pratique","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0136426,0.0002032572,0.000162183,0.0001354433,0.001165754,0.0001412564,0.0002056456,0.0008860803,0.0002913831],"category_scores_gemma":[0.001623194,0.0002062231,0.00009373129,0.0004732422,0.000177688,0.002814041,0.00007591894,0.001161726,0.0002088476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002574544,"about_ca_system_score_gemma":0.002325349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004535425,"about_ca_topic_score_gemma":0.004634635,"domain_scores_codex":[0.9887457,0.009623589,0.0004638063,0.0002113051,0.0004143455,0.0005412367],"domain_scores_gemma":[0.9971867,0.001830578,0.0005144752,0.0001732602,0.0001361692,0.0001588663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007235187,0.0003998505,0.009033438,0.0008850354,0.00003885936,0.000001787641,0.7423261,0.00179964,0.005709182,0.1577214,0.03918607,0.04282628],"study_design_scores_gemma":[0.0004412438,0.0001526166,0.1298346,0.0007234202,0.00007482268,0.00001185304,0.4168597,0.01152537,0.005384337,0.04933109,0.3852428,0.0004181347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6897537,0.000333377,0.006063955,0.2980886,0.0006867544,0.0005073454,0.00001748431,0.0001555973,0.004393097],"genre_scores_gemma":[0.9509226,0.02240771,0.007245627,0.003892592,0.000645523,0.0002967478,0.0003385379,0.00003201607,0.01421862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3460568,"threshold_uncertainty_score":0.8966155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2772383953885737,"score_gpt":0.492499982352787,"score_spread":0.2152615869642133,"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."}}