{"id":"W4234056902","doi":"10.4018/978-1-5225-0783-3.ch104","title":"Is Flipped Classroom a Tendency or a Fad?","year":2016,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flipped classroom; Relevance (law); Pedagogy; Mathematics education; Psychology; Perception; Flipped learning; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00153189,0.0005681411,0.0006882237,0.0001390845,0.0006313453,0.0001506714,0.0009465374,0.001029079,0.001622512],"category_scores_gemma":[0.0005461212,0.0004239137,0.0003379965,0.00006626757,0.000744214,0.0001017571,0.0002385741,0.000647339,0.001148188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206374,"about_ca_system_score_gemma":0.001671258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000703926,"about_ca_topic_score_gemma":0.001636353,"domain_scores_codex":[0.9963402,0.0003227459,0.0005909327,0.0007942253,0.001134381,0.0008174952],"domain_scores_gemma":[0.9979231,0.0002587011,0.0004891377,0.0006675324,0.0004177465,0.0002437191],"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":[0.00005943011,0.000007839581,0.00005021672,0.00001542942,0.0001056099,0.00006301858,0.001592159,5.066439e-9,0.00002529979,0.9394617,0.01249816,0.04612111],"study_design_scores_gemma":[0.0002332747,0.00006020853,0.00002036698,0.0002143301,0.00004101071,0.000006542617,0.00009239293,2.117284e-7,0.00001263693,0.5343162,0.4645934,0.0004094617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004380426,0.00009348535,0.001857786,0.001032981,0.001391267,0.0006239453,0.0002968051,0.0004038654,0.9942561],"genre_scores_gemma":[0.01038781,0.00001028981,0.00561907,0.001881994,0.001646209,0.00002451705,0.000001349154,0.00007380778,0.980355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4520952,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07516345921194365,"score_gpt":0.3783842989244167,"score_spread":0.303220839712473,"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."}}