{"id":"W4286771328","doi":"10.51657/ric.v6i1.51525","title":"L'engagement de l'élève, de l'étudiante ou de l'étudiant: construit revisité selon une perspective socioculturelle.","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université Laval","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005278591,0.0003724055,0.0003778656,0.00027889,0.002142572,0.0001785428,0.0007901501,0.0002956804,0.001633241],"category_scores_gemma":[0.001608531,0.0004883221,0.0003577349,0.001004683,0.001654884,0.0004872928,0.0001126595,0.001190627,0.00005642999],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599771,"about_ca_system_score_gemma":0.00310992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003783175,"about_ca_topic_score_gemma":0.000527903,"domain_scores_codex":[0.9940673,0.00316186,0.0006683861,0.0006646193,0.0006578162,0.0007800285],"domain_scores_gemma":[0.9959395,0.002481814,0.0005126818,0.0002565826,0.0005449476,0.0002644853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001817758,0.0005955005,0.02766805,0.00008883941,0.0004146868,0.00007047699,0.1320307,0.001142214,0.0002381785,0.8180197,0.01829983,0.001413716],"study_design_scores_gemma":[0.001144476,0.0001545071,0.06959419,0.0003908866,0.0002929992,0.0008079548,0.3848845,0.001736337,0.00008661766,0.1022033,0.4379824,0.0007218675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5500771,0.00631465,0.006718697,0.2851468,0.004911025,0.001045607,0.001754803,0.0002556039,0.1437757],"genre_scores_gemma":[0.9743441,0.005650125,0.00323312,0.0028876,0.004868721,0.00066956,0.0002899726,0.00006294296,0.007993828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158164,"threshold_uncertainty_score":0.9997569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012859722808615,"score_gpt":0.3786805744712781,"score_spread":0.2773946021904166,"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."}}