{"id":"W4413595905","doi":"10.64628/aam.dmssdha33","title":"What is ‘blended learning’ and how can it benefit post-secondary students?","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Blended learning; Mathematics education; Psychology; Pedagogy; Educational technology; Medical education; Business; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004750738,0.0002202925,0.0007868489,0.0006729295,0.001517145,0.01011093,0.0007561543,0.002191684,0.01295906],"category_scores_gemma":[0.02558587,0.0001541698,0.0005020531,0.001196594,0.002406756,0.009273444,0.002834963,0.00185505,0.003143253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726098,"about_ca_system_score_gemma":0.003450104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228161,"about_ca_topic_score_gemma":0.002699511,"domain_scores_codex":[0.9972037,0.0011867,0.0001102793,0.0002280176,0.000848719,0.0004224731],"domain_scores_gemma":[0.9891397,0.004256269,0.001049284,0.0005556886,0.001791783,0.00320714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004011987,0.001852865,0.01783247,0.001743611,0.00009788576,0.0001181106,0.008406878,0.0001446865,0.001242377,0.03116607,0.01621877,0.9207751],"study_design_scores_gemma":[0.0004327265,0.002592142,0.1741323,0.0149281,0.0004595738,0.001034153,0.09876496,0.001695909,0.00791108,0.2461042,0.4517221,0.0002227334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5311398,0.03429657,0.01355865,0.2343255,0.006473736,0.0003031846,0.0003350281,0.000186983,0.1793805],"genre_scores_gemma":[0.9573432,0.01458247,0.004243127,0.008405767,0.00169831,0.0002172277,0.0001083813,0.00006175515,0.01333977],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01295906,"threshold_uncertainty_score":0.04335237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965496527955283,"score_gpt":0.3371792131782977,"score_spread":0.3175242478987449,"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."}}