{"id":"W3024077824","doi":"10.5539/elt.v13n6p13","title":"Study on Cultivating College Students' English Autonomous Learning Ability under the Flipped Classroom Model","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"College English; Mathematics education; Psychology; Autonomous learning; Class (philosophy); Flipped classroom; Flipped learning; Experiential learning; Process (computing); Teaching and learning center; Teaching method; Pedagogy; Computer science; Artificial intelligence","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":[0.00080374,0.000224014,0.0002741944,0.0002980286,0.0009245538,0.0007005889,0.0003909654,0.0002783378,0.00225041],"category_scores_gemma":[0.001523557,0.0001315616,0.0002879932,0.0002141059,0.000571912,0.0007535191,0.0005953254,0.0006197683,0.0002477553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105011,"about_ca_system_score_gemma":0.001061639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466514,"about_ca_topic_score_gemma":0.002175613,"domain_scores_codex":[0.9994659,0.0001650141,0.00002721381,0.0001250637,0.0001150387,0.0001018166],"domain_scores_gemma":[0.9991465,0.000249097,0.00006753144,0.00007736798,0.0001802424,0.0002793368],"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":[0.001525655,0.09054922,0.244402,0.001256486,0.0001029856,0.002452919,0.203986,0.001218791,0.1162246,0.008778801,0.003070432,0.3264322],"study_design_scores_gemma":[0.0008265693,0.05630691,0.5399461,0.0004091524,0.0004325407,0.00135302,0.2650302,0.009730955,0.07525664,0.003722521,0.04678995,0.0001954584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986995,0.00001576177,0.0003004784,0.00003027896,0.000005443737,0.00007880947,0.000005436977,0.000003027868,0.000861099],"genre_scores_gemma":[0.9966847,0.0001045938,0.001182704,0.00005950067,0.000005754628,0.0001284067,0.00001775091,0.000002044871,0.001814532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00225041,"threshold_uncertainty_score":0.007528365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396920154801632,"score_gpt":0.2872323985831363,"score_spread":0.247540383102973,"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."}}