{"id":"W4297538292","doi":"10.1522/rhe.v6i1.1471","title":"Faire le point sur les compétences du 21e siècle","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008215275,0.002639635,0.002136571,0.004011823,0.009017705,0.02041315,0.002129623,0.01348211,0.03152999],"category_scores_gemma":[0.03012638,0.0007975799,0.002616012,0.002624869,0.01365787,0.01932103,0.005408324,0.01988756,0.006792614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161108,"about_ca_system_score_gemma":0.009986158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07767413,"about_ca_topic_score_gemma":0.03722356,"domain_scores_codex":[0.9856873,0.005681417,0.0004308531,0.001686133,0.004892361,0.001621906],"domain_scores_gemma":[0.9904048,0.004646245,0.0004753453,0.0005850643,0.002390242,0.001498291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001095201,0.00008394695,0.001963331,0.0002557077,0.00006454754,0.0006725932,0.006995384,0.001009734,0.0008517388,0.9283916,0.01266243,0.04693938],"study_design_scores_gemma":[0.0001823879,0.0002305958,0.01600931,0.0009009676,0.0000377152,0.003063275,0.01449453,0.001917206,0.001590938,0.2250721,0.736239,0.0002619924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1022144,0.02606593,0.0436448,0.146618,0.01121193,0.0002303513,0.0008830109,0.0006566687,0.6684749],"genre_scores_gemma":[0.6359058,0.01490814,0.02743843,0.007798531,0.00658557,0.0007828247,0.0008538032,0.0003987999,0.305328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07767413,"threshold_uncertainty_score":0.154444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564371894016642,"score_gpt":0.4025999799818717,"score_spread":0.1461627905802075,"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."}}