{"id":"W4384697154","doi":"10.21432/cjlt28349","title":"Accessing Education: Equity, Diversity, and Inclusion in Online Learning","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"University of British Columbia","keywords":"Flexibility (engineering); Blended learning; Distance education; Online learning; Inclusion (mineral); Higher education; Psychology; Instructional design; Educational technology; Pedagogy; Computer science; Political science; World Wide Web; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01282245,0.0002410006,0.000448369,0.001634695,0.01529754,0.01597619,0.00198382,0.001505981,0.004478879],"category_scores_gemma":[0.03082946,0.0001741,0.0003575198,0.002765287,0.0175797,0.008171059,0.01748201,0.002824196,0.0001508752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0177498,"about_ca_system_score_gemma":0.04614978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4336579,"about_ca_topic_score_gemma":0.5606899,"domain_scores_codex":[0.9861471,0.00510852,0.000457659,0.0005935776,0.003652689,0.0040405],"domain_scores_gemma":[0.9779253,0.009770153,0.00198995,0.001120111,0.002379653,0.006814723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001237024,0.0003260816,0.1532402,0.0005104761,0.00003804908,0.0008424006,0.5262876,0.0003088512,0.001085285,0.07398178,0.006159283,0.2370963],"study_design_scores_gemma":[0.00001290198,0.00009953333,0.1020248,0.0009276665,0.00002490762,0.0001933404,0.8180413,0.0003238678,0.000544797,0.02019407,0.05752613,0.00008671985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796839,0.001244039,0.002369961,0.03507644,0.0001675595,0.0001341066,0.0001021415,0.00002875381,0.08119304],"genre_scores_gemma":[0.9969906,0.0003242824,0.0006096495,0.0008293794,0.00002307017,0.00002170132,0.00001797708,0.000005904801,0.00117743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5663421,"threshold_uncertainty_score":0.8622676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0543818983327557,"score_gpt":0.3810925710356979,"score_spread":0.3267106727029422,"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."}}