{"id":"W4391558451","doi":"10.21432/cjlt28601","title":"Éditorial","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723347,0.00007851718,0.0001500565,0.0005232095,0.000503325,0.0000855346,0.000134754,0.0003953227,0.0002700079],"category_scores_gemma":[0.001686277,0.00008360278,0.00004748202,0.0005959591,0.002102837,0.0001289775,0.000005431275,0.000952576,0.00003192879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382849,"about_ca_system_score_gemma":0.002990259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560079,"about_ca_topic_score_gemma":0.002978868,"domain_scores_codex":[0.9990427,0.0002466453,0.000216951,0.0001142781,0.00008262062,0.0002968097],"domain_scores_gemma":[0.9988751,0.0005272987,0.00009441518,0.00003561384,0.0001999645,0.000267655],"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":[7.038793e-7,0.000005544668,0.0198689,0.00003511807,0.00009519364,0.00008242157,0.01550128,0.000006939772,0.00001625662,0.8158326,0.01543418,0.1331208],"study_design_scores_gemma":[0.00006575197,0.0001240904,0.00008544534,0.0001938456,0.00003797012,0.0001734741,0.06227565,0.00001828157,0.000003435572,0.02007161,0.916876,0.00007450928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2772883,0.2093136,0.0002354399,0.3962967,0.0991954,0.00006979473,0.000007268876,0.00006734877,0.01752614],"genre_scores_gemma":[0.9694201,0.002963612,0.0005472641,0.00002631545,0.01630117,0.000001045869,0.00000120642,0.00001124776,0.010728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9014418,"threshold_uncertainty_score":0.7747992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06936398339303866,"score_gpt":0.3987701681468274,"score_spread":0.3294061847537887,"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."}}