{"id":"W1550078093","doi":"10.23887/jpi-undiksha.v2i1.1412","title":"ONLINE PROBLEM POSING UNTUK MENINGKATKAN KEMAMPUAN MEMAHAMI MATERI BERBAHASA INGGRIS PADA PERKULIAHAN BILINGUAL MAHASISWA JURUSAN PENDIDIKAN MATEMATIKA RKBI UNIVERSITAS PENDIDIKAN GANESHA","year":2013,"lang":"id","type":"article","venue":"JPI (Jurnal Pendidikan Indonesia)","topic":"STEM Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Psychology; Humanities; Philosophy","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","research_integrity","insufficient_payload"],"category_scores_codex":[0.003345869,0.002764164,0.003170362,0.002449407,0.005188458,0.003778673,0.004082296,0.001889729,0.01601829],"category_scores_gemma":[0.0003693013,0.002945614,0.001270358,0.003888064,0.001688189,0.004666162,0.001228494,0.002885509,0.004172411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343549,"about_ca_system_score_gemma":0.003633575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02625315,"about_ca_topic_score_gemma":0.003426052,"domain_scores_codex":[0.9803147,0.002933296,0.00408511,0.003447398,0.004529207,0.004690273],"domain_scores_gemma":[0.9884561,0.0008579995,0.004138459,0.002325198,0.001573393,0.002648903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002155251,0.01761062,0.2933924,0.009940146,0.005726706,0.003960832,0.3610075,0.0006495488,0.1065274,0.01704328,0.1516607,0.03032561],"study_design_scores_gemma":[0.013203,0.004866473,0.2349778,0.009627783,0.00536008,0.003786866,0.6020533,0.00214874,0.02037617,0.004700042,0.08301889,0.01588087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578992,0.001633979,0.00006782405,0.00847932,0.00496335,0.005119398,0.0004539369,0.0008432981,0.02053971],"genre_scores_gemma":[0.9805425,0.0008299527,0.003490912,0.0006114592,0.003599208,0.000187661,0.001189894,0.000545414,0.009002991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2410457,"threshold_uncertainty_score":0.9994149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255352081109946,"score_gpt":0.2843179146938896,"score_spread":0.2617643938827901,"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."}}