{"id":"W2787228099","doi":"10.21083/nrsc.v0i11.4016","title":"Flipped Classroom, Flipped Teaching and Flipped Learning in the Foreign/Second Language Post–Secondary Classroom","year":2018,"lang":"en","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Flipped classroom; Flipped learning; Blended learning; Terminology; Context (archaeology); Mathematics education; Foreign language; Active learning (machine learning); Pedagogy; Psychology; Educational technology; Computer science; Linguistics; Artificial intelligence; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001090904,0.0004330702,0.0004979393,0.0002359469,0.001806097,0.0004509382,0.0005363292,0.000140537,0.004884677],"category_scores_gemma":[0.0005343663,0.000347476,0.0001137459,0.0001010903,0.0003075408,0.0003394739,0.0001595607,0.002043292,0.00003210088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000182826,"about_ca_system_score_gemma":0.0005107107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5018789,"about_ca_topic_score_gemma":0.9527611,"domain_scores_codex":[0.9970058,0.0006779569,0.0005520167,0.0005935134,0.0003614588,0.0008092207],"domain_scores_gemma":[0.998193,0.00082306,0.0002491979,0.0005084036,0.00008665856,0.000139715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001756296,0.0001269748,0.003115789,0.0006362319,0.0002878829,0.0007328764,0.67653,0.00008759498,0.001915078,0.0403634,0.03602999,0.2399985],"study_design_scores_gemma":[0.0008313099,0.0002497421,0.001186099,0.0001609349,0.00004307794,0.0000943728,0.4619382,0.0008262491,0.00008809452,0.00009972494,0.5339026,0.0005796143],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8218455,0.001360219,0.000009517577,0.001085331,0.0006488969,0.0002497355,0.0000518438,0.000133924,0.1746151],"genre_scores_gemma":[0.9569265,0.00001473719,0.0001529352,0.002560916,0.001669657,0.00003066917,0.0001150953,0.00007671424,0.0384528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4978726,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008346075720849899,"score_gpt":0.2043203200193605,"score_spread":0.1959742442985106,"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."}}