{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000451518,0.0006754581,0.0003959751,0.0005152205,0.00272997,0.00259182,0.0004075704,0.0007069097,0.06038635],"category_scores_gemma":[0.0005208476,0.0003561862,0.0002792605,0.0005800707,0.0007078832,0.001287258,0.001864873,0.001431825,0.0168007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00086707,"about_ca_system_score_gemma":0.002803283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558229,"about_ca_topic_score_gemma":0.007122879,"domain_scores_codex":[0.9997237,0.00003948638,0.00001966268,0.00006087002,0.00007377442,0.00008251641],"domain_scores_gemma":[0.9996178,0.00004836186,0.0000414047,0.00002839647,0.0001178379,0.0001461749],"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":[0.0006393443,0.00106416,0.02520635,0.00193448,0.00006389825,0.004096037,0.009298076,0.0007332859,0.02247226,0.03079114,0.1480153,0.7556858],"study_design_scores_gemma":[0.00003201942,0.0002327383,0.030181,0.0004330833,0.00002924692,0.002395193,0.007017897,0.000413158,0.004846599,0.001980803,0.952391,0.00004717748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2019866,0.01818721,0.006917457,0.01380771,0.004551508,0.0003947921,0.001270216,0.001063507,0.751821],"genre_scores_gemma":[0.4436584,0.01345825,0.01032342,0.002974035,0.0005076508,0.0001670513,0.0008517863,0.0004119852,0.5276474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06038635,"threshold_uncertainty_score":0.2020124,"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."}}