{"id":"W7104272633","doi":"10.71781/5777","title":"Entre les acquis de la formation et la pratique enseignante : que connaissent les enseignants à propos de leurs élèves ?","year":2020,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General interest; Popular science; Wish","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000926637,0.0004906483,0.0004070579,0.0001991609,0.009085538,0.0002854444,0.0004909218,0.0007987453,0.0001435652],"category_scores_gemma":[0.0005228178,0.000548254,0.0003227654,0.000383114,0.0009696182,0.001238877,0.0001045555,0.0009115042,0.00004960655],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005202638,"about_ca_system_score_gemma":0.0102869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.156104,"about_ca_topic_score_gemma":0.03032855,"domain_scores_codex":[0.9952303,0.002427356,0.0005045035,0.0005059543,0.0007453265,0.0005866115],"domain_scores_gemma":[0.9968564,0.001193952,0.0008560852,0.0002064195,0.0004081643,0.0004789957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000386457,0.0003280595,0.01132728,0.0003861295,0.0002635423,0.0005731204,0.5885039,0.001181574,0.01129374,0.379851,0.002007394,0.003897847],"study_design_scores_gemma":[0.0005560128,0.0001217587,0.03380645,0.0007191186,0.0004071634,0.000688888,0.6051447,0.001370542,0.008126353,0.001498866,0.3468894,0.0006707638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8603482,0.00832155,0.0006360022,0.006761478,0.000598942,0.0005815898,0.000102868,0.0001252808,0.1225241],"genre_scores_gemma":[0.9615001,0.006155948,0.0009463832,0.000543555,0.0003563693,0.00005630247,0.0003625829,0.00003823916,0.03004054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783521,"threshold_uncertainty_score":0.9996969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072230992495701,"score_gpt":0.2603526872459195,"score_spread":0.2396303773209625,"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."}}