{"id":"W4399906750","doi":"10.5430/wje.v14n2p66","title":"Empowering Teachers' Learning into Practice: The Case of Flipped Classroom Learning Management","year":2024,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped learning; Psychology; Mathematics education; Blended learning; Educational technology; Pedagogy; Flipped classroom; Teaching method; Active learning (machine learning); Knowledge management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009486584,0.00007889569,0.0001227007,0.0004140942,0.0005628754,0.000164949,0.0001905976,0.00003227896,0.00009263043],"category_scores_gemma":[0.003005246,0.00006160457,0.00007599528,0.001001222,0.0001076989,0.0005296817,0.00003730976,0.001051567,0.00000642802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965844,"about_ca_system_score_gemma":0.0005728004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004742787,"about_ca_topic_score_gemma":0.0001659651,"domain_scores_codex":[0.9972766,0.001764318,0.0004025613,0.0001055394,0.0002985468,0.0001524041],"domain_scores_gemma":[0.9980524,0.001021537,0.0004963517,0.0000877246,0.0002849945,0.00005695808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002818882,0.0001048735,0.002696304,0.00006959214,0.0001624756,0.000111122,0.3301318,0.000387428,0.0005965183,0.08872272,0.003199809,0.5737892],"study_design_scores_gemma":[0.00006703504,0.00005339724,0.0002827169,0.000287007,0.00007917634,0.0001319106,0.3328251,0.00007559003,0.00005819176,0.002448001,0.6636186,0.00007328849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037013,0.005213532,0.02536399,0.02999902,0.007055372,0.0003858387,1.359133e-7,0.00008792416,0.2281929],"genre_scores_gemma":[0.95698,0.0001109765,0.02934018,0.00009218822,0.0007114325,0.000003701886,5.286465e-7,0.00001397756,0.01274703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6604187,"threshold_uncertainty_score":0.4568593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02499488171619851,"score_gpt":0.4515257948478571,"score_spread":0.4265309131316586,"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."}}