{"id":"W7126261096","doi":"10.26443/mje/rsem.v59i3.10705","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; McGill University","funders":"","keywords":"Identity (music); Indigenous; Salient; Bourgeoisie; Face (sociological concept); Identification (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.002150896,0.0001487409,0.0001982886,0.0004706764,0.001027741,0.0003240848,0.001469196,0.0001057648,0.0000350161],"category_scores_gemma":[0.001346164,0.0001444341,0.0001718906,0.001713451,0.0003116103,0.001705818,0.00008943162,0.0002383753,0.00002250867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521139,"about_ca_system_score_gemma":0.002971173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004180965,"about_ca_topic_score_gemma":0.00001171195,"domain_scores_codex":[0.9981999,0.0001831136,0.0005925344,0.0002909658,0.0003864517,0.0003470114],"domain_scores_gemma":[0.9975282,0.0002428025,0.0004936517,0.0003345615,0.001159557,0.0002412482],"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":[0.000009569081,0.0007489007,0.0005077675,0.00007332752,0.00003047289,7.829217e-7,0.003549269,0.000531623,0.000416743,0.4739592,0.4701095,0.0500628],"study_design_scores_gemma":[0.0002303892,0.0001464728,0.002302042,0.0001914356,0.00002275197,0.0001928976,0.002987714,0.001157006,0.001126726,0.1107358,0.8806915,0.0002151805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.07981617,0.0008945435,0.08433803,0.02940521,0.4493962,0.0005209204,0.00002481054,0.0002137711,0.3553903],"genre_scores_gemma":[0.827664,0.0002933594,0.1434524,0.008606609,0.01071133,0.00003729305,0.00000372243,0.00001715401,0.009214214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7478478,"threshold_uncertainty_score":0.7904659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1945869882023668,"score_gpt":0.412838632756758,"score_spread":0.2182516445543912,"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."}}