{"id":"W4297494249","doi":"10.1522/rhe.v6i1.1230","title":"L' apprentissage en profondeur : une voie prometteuse pour développer les compétences du 21e siècle à l'école St-Vincent","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire; Commission Scolaire des Hautes Rivières","funders":"","keywords":"Humanities; Political science; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009972152,0.0005847873,0.0003058092,0.001394941,0.005971702,0.008390191,0.00179304,0.002525246,0.009396033],"category_scores_gemma":[0.01139603,0.000489191,0.0004628559,0.001134924,0.00618011,0.003659325,0.008157911,0.003771667,0.00186492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161563,"about_ca_system_score_gemma":0.04668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09157841,"about_ca_topic_score_gemma":0.1467911,"domain_scores_codex":[0.9924764,0.003898654,0.000149019,0.0005976633,0.00143841,0.001439823],"domain_scores_gemma":[0.9880051,0.002506513,0.0004016709,0.0005894861,0.002368721,0.006128488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003149388,0.0006688864,0.02393061,0.0009084448,0.00003366319,0.001478237,0.3083594,0.001368653,0.006766503,0.1759542,0.03309535,0.4471211],"study_design_scores_gemma":[0.0000533912,0.0006319509,0.03557091,0.001452544,0.00002114777,0.001094863,0.1482017,0.001300212,0.003803715,0.01407693,0.7937049,0.00008766537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5881338,0.01108625,0.03572702,0.070135,0.001799468,0.0009937941,0.0002774493,0.000350651,0.2914966],"genre_scores_gemma":[0.8100926,0.003868072,0.03116908,0.00216207,0.000170003,0.0003668096,0.0002519065,0.0001567251,0.1517628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09157841,"threshold_uncertainty_score":0.1820908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1862161397787578,"score_gpt":0.4096341801882966,"score_spread":0.2234180404095389,"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."}}