{"id":"W7117654404","doi":"10.65474/fdrwgn62","title":"Peningkatan Kompetensi Siswa SMP Perguruan Islam Ar-Risalah dalam rangka Persiapan Menghadapi Olimpiade Sains Nasional (OSN) di Bidang IPA Khususnya Fisika","year":2023,"lang":"","type":"article","venue":"Jurnal Transformasi Pendidikan Indonesia","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Olympiad; Competition (biology); Selection (genetic algorithm); Graduation (instrument); Academic year; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.005610127,0.00185789,0.002234623,0.001673115,0.006413529,0.001222356,0.002654154,0.00124104,0.001988777],"category_scores_gemma":[0.0004387252,0.001817568,0.002276192,0.004445066,0.001740723,0.002555101,0.0002655096,0.002872557,0.0008750374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114284,"about_ca_system_score_gemma":0.002574711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394256,"about_ca_topic_score_gemma":0.001406778,"domain_scores_codex":[0.9842532,0.00217186,0.002873183,0.002123832,0.004521942,0.004056001],"domain_scores_gemma":[0.992618,0.002438663,0.001055666,0.001121791,0.0006915448,0.002074305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002040108,0.00279667,0.36535,0.001458174,0.003044314,0.001395196,0.4464512,0.0007129054,0.008028505,0.09224574,0.006969806,0.06950735],"study_design_scores_gemma":[0.005405453,0.0008664259,0.7340541,0.000761944,0.001028589,0.0004203749,0.1488815,0.00150141,0.001647264,0.001476559,0.1005971,0.003359198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9380536,0.001385664,0.0005529799,0.03048376,0.007754426,0.002037013,0.0003238423,0.0006535114,0.01875521],"genre_scores_gemma":[0.9807482,0.005757169,0.001004753,0.0009046521,0.004131391,0.0001650872,0.0003597592,0.0003107621,0.006618258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3687042,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630788390727368,"score_gpt":0.3465293696670382,"score_spread":0.3002214857597645,"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."}}