{"id":"W4415289842","doi":"10.21432/cjlt29118","title":"Editorial Volume 51 Issue 2","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Volume (thermodynamics); Transformational leadership; Continuing education; Higher education; Electronic learning","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":[0.0004301786,0.00007886417,0.0001822968,0.0004238327,0.0005320621,0.00005449921,0.0001977392,0.0003085192,0.000788238],"category_scores_gemma":[0.0005829571,0.0000825848,0.00004044832,0.0004080287,0.0008303356,0.00007881804,0.00001757607,0.0006580059,0.00004032237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109932,"about_ca_system_score_gemma":0.001423035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004700772,"about_ca_topic_score_gemma":0.006980012,"domain_scores_codex":[0.9991958,0.00008657341,0.0002158796,0.00009657154,0.0001301715,0.0002749664],"domain_scores_gemma":[0.9994207,0.00006910523,0.0001388291,0.00004802925,0.0001089345,0.000214389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002084419,0.00001595837,0.5287718,0.00001107922,0.00008203918,0.00001867137,0.001495437,0.00001807775,0.000004394714,0.05805543,0.3593333,0.0521917],"study_design_scores_gemma":[0.000168589,0.00008867659,0.002588743,0.00007340419,0.00004129129,0.00001089226,0.01069799,0.000003619179,0.000001882695,0.003819589,0.9824397,0.00006560529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1678432,0.04854141,0.00006632149,0.4853923,0.2657589,0.00009309506,0.000004884065,0.00001642512,0.03228342],"genre_scores_gemma":[0.6295535,0.002148449,0.0002100035,0.0001542153,0.02599144,0.000001297839,7.402239e-7,0.000008023971,0.3419323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6231064,"threshold_uncertainty_score":0.8630652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004737514750510482,"score_gpt":0.2781008444542137,"score_spread":0.2733633297037033,"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."}}