{"id":"W1584793022","doi":"","title":"Flipping for Success: Application of the Flipped Classroom Model in a Graduate Level Setting","year":2013,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Flipped classroom; Flipped learning; Mathematics education; Computer science; Medical education; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009804132,0.0001184329,0.0001948381,0.0004816948,0.0002591914,0.00002541555,0.0004324795,0.0001417422,0.00003160337],"category_scores_gemma":[0.002818428,0.00009927685,0.00002612532,0.001062813,0.0006620056,0.0001323108,0.00006314167,0.0003973363,0.000004706811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027992,"about_ca_system_score_gemma":0.0007032479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004676229,"about_ca_topic_score_gemma":0.002995013,"domain_scores_codex":[0.9986972,0.0001493404,0.000314818,0.0002799181,0.0002633218,0.0002954138],"domain_scores_gemma":[0.9978985,0.001147944,0.0002445265,0.000205205,0.0004595506,0.00004430604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002497539,0.00006009205,0.02278044,0.00001402048,0.000005924232,2.166168e-8,0.003487191,0.000005060854,0.002468201,0.9470696,0.0003396621,0.0237673],"study_design_scores_gemma":[0.0002007572,0.00001063055,0.02883193,0.00006447531,0.000005564122,3.012264e-7,0.0007032477,0.005879253,0.001001372,0.9630955,0.00009452565,0.0001124467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2012755,0.00004064177,0.01590544,0.7775263,0.0008461082,0.001289695,0.000019938,0.00006670867,0.003029738],"genre_scores_gemma":[0.9814262,0.0000149458,0.01677887,0.0002372558,0.0001784734,0.0008590093,0.0000117349,0.000009605004,0.0004838601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7801508,"threshold_uncertainty_score":0.4048392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1320327432365651,"score_gpt":0.3792029002268808,"score_spread":0.2471701569903157,"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."}}