{"id":"W4366725371","doi":"10.21432/cjlt28465","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":"Educational technology; Quality (philosophy); Electronic learning; Information technology; Computer science; Mathematics education; Psychology; Epistemology","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":["metaresearch","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001617798,0.00014458,0.0003843405,0.001372399,0.0007569364,0.0001315658,0.0003818299,0.001966618,0.00006499203],"category_scores_gemma":[0.02050678,0.0001479237,0.00007193378,0.0006756702,0.0005102454,0.00008160091,0.00002525175,0.004001819,0.00004079966],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835857,"about_ca_system_score_gemma":0.01238153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869592,"about_ca_topic_score_gemma":0.06784743,"domain_scores_codex":[0.9983391,0.000187693,0.0003144928,0.0001717289,0.0004601476,0.000526799],"domain_scores_gemma":[0.9974825,0.0007626135,0.0004295693,0.00007713077,0.0008069675,0.0004412511],"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":[0.000003092908,0.000001629055,0.0007413857,0.000009724239,0.00003584467,0.0001178833,0.0003219213,0.000002466703,0.000001264303,0.0004119331,0.977332,0.02102085],"study_design_scores_gemma":[0.0001897147,0.0001745936,6.46966e-7,0.0001380056,0.00004129032,0.000003750833,0.005450999,6.768682e-7,6.530871e-7,0.000868502,0.9929888,0.0001423256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003836358,0.0009341806,0.000003803167,0.00325175,0.9937963,0.00003409845,0.000007869987,0.00007840561,0.001509986],"genre_scores_gemma":[0.0007242301,0.0011365,0.0001387883,0.000001182404,0.9921026,0.000001103207,0.000009787859,0.00003601527,0.005849844],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06397784,"threshold_uncertainty_score":0.999329,"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."}}