{"id":"W3000169904","doi":"10.18280/rces.060301","title":"The Use of Wondershare Filmora Version 7.8.9 Media Apps in Flipped Classroom Teaching","year":2019,"lang":"en","type":"article","venue":"Review of Computer Engineering Studies","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Flipped learning; Mathematics education; Psychology; 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":[0.003077506,0.0001247201,0.0004879603,0.00009262416,0.0001040994,0.0000142333,0.00028314,0.0000370693,0.000007275044],"category_scores_gemma":[0.002073221,0.00009075247,0.00008933856,0.000363308,0.00008314774,0.0001553981,0.0001597536,0.0002747372,0.00000490491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009637573,"about_ca_system_score_gemma":0.00003452424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004597498,"about_ca_topic_score_gemma":0.00001364465,"domain_scores_codex":[0.9983953,0.0004879907,0.0004274948,0.0001448036,0.0003299772,0.0002144104],"domain_scores_gemma":[0.9968751,0.0025303,0.0001863732,0.000224247,0.0001645117,0.00001945016],"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":[0.00004874424,0.0002733179,0.02976697,0.04994136,0.001312096,0.00001512754,0.1126332,0.01876254,0.001077863,0.1724291,0.06258637,0.5511532],"study_design_scores_gemma":[0.0007302314,0.0001384896,0.02213243,0.06805331,0.00008318873,0.000001626146,0.003333726,0.009823305,0.0001443337,0.0002415987,0.894662,0.0006557801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4390298,0.4619954,0.07394363,0.007489845,0.01063674,0.004314599,0.00004134468,0.0004782341,0.002070466],"genre_scores_gemma":[0.5376937,0.1582072,0.3022958,0.0006212155,0.0007128248,0.00005025003,0.0000166814,0.00007859091,0.000323732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8320756,"threshold_uncertainty_score":0.3700778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09086242198512803,"score_gpt":0.370493845931866,"score_spread":0.2796314239467379,"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."}}