{"id":"W4297538836","doi":"10.5539/jel.v11n6p103","title":"Smart Teaching Reform and Practice of Flipped Classroom in Culture Geography Course Based on Chaoxing Learning Platform","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Class (philosophy); Mathematics education; Blended learning; Teaching method; Teaching and learning center; Active learning (machine learning); Pedagogy; Psychology; Educational technology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706383,0.0002714016,0.0002078179,0.0005028431,0.00109036,0.001142089,0.0006899119,0.0004089825,0.004632817],"category_scores_gemma":[0.001316481,0.000138252,0.0003622836,0.0002902715,0.0008391116,0.001060836,0.001702475,0.0004644888,0.0005948719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200646,"about_ca_system_score_gemma":0.002189408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908611,"about_ca_topic_score_gemma":0.004318752,"domain_scores_codex":[0.9992115,0.0002690142,0.0000338488,0.0001535422,0.0001831453,0.0001488236],"domain_scores_gemma":[0.9994912,0.0001029334,0.00005087569,0.00007328742,0.00009393756,0.0001877212],"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":[0.0004050624,0.006195362,0.03702228,0.001291354,0.00003953746,0.001460566,0.04403919,0.007251672,0.07360681,0.03775369,0.01007008,0.7808644],"study_design_scores_gemma":[0.0007165124,0.008216928,0.2650511,0.001699792,0.0003512065,0.00238987,0.08321602,0.06156692,0.1459635,0.03606273,0.3943368,0.0004287338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297712,0.0002540589,0.03651295,0.0007299663,0.00008554954,0.0008136912,0.00007115713,0.0003162655,0.03144512],"genre_scores_gemma":[0.9374099,0.0002766042,0.04668127,0.0001321811,0.00002032622,0.0003386037,0.00006590747,0.00003180652,0.01504332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004632817,"threshold_uncertainty_score":0.01549834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850551907172865,"score_gpt":0.3542030816166469,"score_spread":0.3356975625449182,"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."}}