{"id":"W4210835918","doi":"10.1522/rhe.v5i2.1371","title":"Éditorial 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":3,"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004286802,0.0001780156,0.0002396479,0.00009702857,0.002906787,0.00009325353,0.0004337888,0.0001155821,0.000852477],"category_scores_gemma":[0.001744639,0.0002434345,0.0001565221,0.0005054773,0.0008020814,0.0005099732,0.00007036797,0.0004150845,0.00007230229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094039,"about_ca_system_score_gemma":0.002123829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153882,"about_ca_topic_score_gemma":0.0007805455,"domain_scores_codex":[0.9963661,0.00200746,0.0004267841,0.0004264872,0.0003165227,0.0004566851],"domain_scores_gemma":[0.9973769,0.001553708,0.0003525986,0.0002304177,0.0003380969,0.0001482489],"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":[0.00002073995,0.0007741622,0.01240569,0.0001390008,0.00007181968,0.000004266486,0.2225013,0.0009649848,0.0001243233,0.630771,0.1127463,0.01947641],"study_design_scores_gemma":[0.0003053024,0.0001365605,0.01743162,0.00007376231,0.00006165811,0.00004470638,0.448263,0.0006225322,0.00003105545,0.02850649,0.5041686,0.0003547977],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6682023,0.003550726,0.0005249844,0.2531289,0.06454143,0.0003788661,0.00006906325,0.0001067541,0.009497072],"genre_scores_gemma":[0.9596376,0.0008675561,0.001131081,0.0004352737,0.03133639,0.0001848744,0.0002104,0.00002725734,0.006169508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6022645,"threshold_uncertainty_score":0.9983913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193859650823294,"score_gpt":0.3982340880327064,"score_spread":0.178848122950377,"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."}}