{"id":"W3030280384","doi":"10.25053/redufor.v6i3.5404","title":"Instruire ou étourdir les élèves?","year":2021,"lang":"fr","type":"article","venue":"Educação & Formação","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004158878,0.0005791603,0.0004308695,0.0009521817,0.004861443,0.008205629,0.001055814,0.00220106,0.03047681],"category_scores_gemma":[0.01268899,0.0004031559,0.0004098247,0.0008496613,0.007458236,0.006042946,0.006874503,0.003662435,0.008131813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371616,"about_ca_system_score_gemma":0.003645175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758095,"about_ca_topic_score_gemma":0.02387352,"domain_scores_codex":[0.9941769,0.002865473,0.0001178277,0.0007535032,0.001151859,0.0009345328],"domain_scores_gemma":[0.9943587,0.001544521,0.0009030752,0.000541268,0.001170459,0.001481941],"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":[0.0001667435,0.0002711534,0.06999685,0.0003672995,0.00006310383,0.001019302,0.3430614,0.0003808804,0.003396534,0.4127373,0.01661952,0.15192],"study_design_scores_gemma":[0.0000543311,0.0003755432,0.06924886,0.00135445,0.0001522661,0.0007240797,0.271134,0.001146418,0.002200604,0.08848376,0.5649951,0.0001305871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2561814,0.001091904,0.01256911,0.01895849,0.0006969544,0.0001071818,0.0000941524,0.0002412614,0.7100595],"genre_scores_gemma":[0.8868056,0.0007196502,0.004238577,0.00225272,0.000167548,0.00006927663,0.00006717672,0.0001571294,0.1055223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03047681,"threshold_uncertainty_score":0.1019551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2825376940966374,"score_gpt":0.4748775817896322,"score_spread":0.1923398876929948,"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."}}