{"id":"W1559719334","doi":"10.24908/pceea.v0i0.4804","title":"Lecture Material Retention: a First Trial Report on Flipped Classroom Strategies in Electronic Systems Engineering at the University of Regina","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Flipped classroom; Comprehension; Engineering education; Criticism; Mathematics education; Component (thermodynamics); Computer science; Engineering; Multimedia; Psychology; Engineering management; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.01646754,0.0008389673,0.001382471,0.0006168608,0.00101853,0.00127926,0.001945791,0.001530636,0.004345014],"category_scores_gemma":[0.03127549,0.0003097113,0.001268593,0.0005075282,0.0007993467,0.001013324,0.001126652,0.001776652,0.0008947359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233514,"about_ca_system_score_gemma":0.003539922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567282,"about_ca_topic_score_gemma":0.005159538,"domain_scores_codex":[0.9891983,0.006459003,0.0007613712,0.000965278,0.001924161,0.0006918613],"domain_scores_gemma":[0.9751273,0.01495571,0.001352544,0.003052453,0.004110314,0.001401722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03078913,0.08522515,0.01030042,0.003822984,0.001038859,0.0004827791,0.009515165,0.001369859,0.01734689,0.0004702801,0.001645475,0.837993],"study_design_scores_gemma":[0.01503154,0.882374,0.03737074,0.00105503,0.002126567,0.0004007739,0.005007653,0.003238617,0.03890993,0.0004160297,0.01384496,0.0002241484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906707,0.0008942236,0.002846346,0.0002626785,0.0001954288,0.003240869,0.0001194162,0.0001055064,0.001664835],"genre_scores_gemma":[0.9773032,0.001795695,0.01229502,0.000462301,0.0001596821,0.003245266,0.0002304977,0.00004760043,0.004460664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01646754,"threshold_uncertainty_score":0.08708972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009477210662960206,"score_gpt":0.2306154517411847,"score_spread":0.2211382410782245,"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."}}