{"id":"W4386060073","doi":"10.22437/edumatica.v12i03.20424","title":"Model Pembelajaran Flipped Classroom untuk Peningkatan Hasil Belajar Matematika Siswa SMP","year":2022,"lang":"id","type":"article","venue":"EDUMATICA | Jurnal Pendidikan Matematika","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Mathematics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.02183677,0.002152216,0.00371215,0.001568941,0.01059485,0.001901519,0.005247622,0.0007288026,0.03241163],"category_scores_gemma":[0.002612362,0.002267967,0.001225949,0.003875249,0.00152761,0.001873795,0.002486095,0.005402684,0.003168225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148925,"about_ca_system_score_gemma":0.002451393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006993843,"about_ca_topic_score_gemma":0.0001471998,"domain_scores_codex":[0.9698607,0.01186558,0.005373764,0.002346118,0.00675601,0.0037978],"domain_scores_gemma":[0.9881621,0.002683043,0.004485993,0.002593073,0.0008433514,0.001232435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001591164,0.008223906,0.004178468,0.01467858,0.004446557,0.001242148,0.4238307,0.04549238,0.01215293,0.3302647,0.149168,0.004730586],"study_design_scores_gemma":[0.01079313,0.003241776,0.005681837,0.006120996,0.004046765,0.001272096,0.2403908,0.5048515,0.002174126,0.1518518,0.05580501,0.0137701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5685225,0.00272185,0.05156623,0.01188087,0.0123135,0.009120055,0.001390629,0.002363554,0.3401208],"genre_scores_gemma":[0.9224938,0.0001323611,0.03497814,0.001166416,0.001052877,0.0007335201,0.0001983782,0.0005448858,0.03869959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4593591,"threshold_uncertainty_score":0.9991346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653931237132739,"score_gpt":0.3512665980434855,"score_spread":0.2847272856721581,"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."}}