{"id":"W4384696266","doi":"10.21432/cjlt28496","title":"Editorial Volume 49 Issue 1","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Transformational leadership; Educational technology; Transformative learning; Distance education; Technology integration; Higher education; Sociology; Pedagogy; Political science; Mathematics education; Public relations; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004057141,0.002891596,0.003110099,0.004337511,0.003349042,0.01024341,0.003355516,0.009730786,0.1982938],"category_scores_gemma":[0.02492807,0.001089853,0.00242934,0.001863802,0.002042423,0.004475704,0.002235682,0.00978766,0.1411977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899609,"about_ca_system_score_gemma":0.00361889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319792,"about_ca_topic_score_gemma":0.004061084,"domain_scores_codex":[0.9959208,0.000378413,0.0003562079,0.0006520574,0.00233148,0.0003611148],"domain_scores_gemma":[0.9824256,0.002926592,0.001004598,0.001077568,0.009442547,0.00312301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001104769,0.00001146241,0.00002379552,0.0001429794,0.000003937092,0.00004114809,0.000007613156,0.00001168333,0.000040826,0.0002165951,0.9931706,0.006318438],"study_design_scores_gemma":[0.00001369634,0.000009678814,0.0001332948,0.0002799255,0.000007329869,0.00007746179,0.00002425858,0.00002646052,0.00004715929,0.0002702582,0.9991033,0.00000724245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003417834,0.002179188,0.00006171634,0.0135582,0.9731807,0.00004478669,0.0001094605,0.000103557,0.0107282],"genre_scores_gemma":[0.0004853012,0.003959266,0.00009363409,0.01272067,0.9326516,0.00004410956,0.0001398848,0.00008322304,0.04982236],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1982938,"threshold_uncertainty_score":0.6633589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574162998299521,"score_gpt":0.3091383981858168,"score_spread":0.2933967682028216,"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."}}