{"id":"W4389120830","doi":"10.21432/cjlt28558","title":"Editorial","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"BATES; Context (archaeology); Library science; Sociology; Lifelong learning; Distance education; Best practice; Higher education; Political science; Pedagogy; Public relations; Engineering ethics; Engineering; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318551,0.00217756,0.001772603,0.003774974,0.004858925,0.007934311,0.002942227,0.006260254,0.1017651],"category_scores_gemma":[0.0208394,0.0006552987,0.001448502,0.001738606,0.001873387,0.003198733,0.00139397,0.008174947,0.05845005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00739603,"about_ca_system_score_gemma":0.01438541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02980334,"about_ca_topic_score_gemma":0.07583871,"domain_scores_codex":[0.9948695,0.0002798515,0.0003782746,0.0005706489,0.00336063,0.0005410906],"domain_scores_gemma":[0.9724367,0.001623676,0.0004764906,0.0007719511,0.01974286,0.004948333],"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":[0.000006503994,0.000003295271,0.00001407988,0.00004016959,0.000001292961,0.00003351171,0.000005751469,0.000006693732,0.00001672689,0.0001582262,0.9957919,0.003921737],"study_design_scores_gemma":[0.000006913643,0.000003558954,0.0000832086,0.0001056464,0.000003517273,0.00009029633,0.00002962517,0.00001684307,0.00002806348,0.0001743474,0.9994523,0.000005754873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000040847,0.002890699,0.00008027378,0.02123519,0.9614462,0.00003885838,0.0001438622,0.0001027922,0.01402115],"genre_scores_gemma":[0.001694182,0.009208922,0.0002527008,0.03096671,0.8203262,0.00005915488,0.0004358485,0.0001974266,0.1368589],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.898235,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006816225208416305,"score_gpt":0.2887238112280073,"score_spread":0.281907586019591,"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."}}