{"id":"W4409827099","doi":"10.56860/jtsda.v4i2.101","title":"Kajian Faktor Dominan terhadap Penilaian Kinerja Sistem Penyediaan Air Minum (SPAM) di Provinsi Nusa Tenggara Barat","year":2024,"lang":"id","type":"article","venue":"Jurnal Teknik Sumber Daya Air","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Computer science; Physics","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","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004609071,0.001326112,0.001095682,0.001139929,0.000443076,0.0004042448,0.00107073,0.001121395,0.00005655644],"category_scores_gemma":[0.0001681493,0.001339298,0.0006432147,0.002089181,0.0003061926,0.0007860695,0.0003172164,0.003016525,0.0006619103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290171,"about_ca_system_score_gemma":0.0003531494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008103433,"about_ca_topic_score_gemma":0.0002756893,"domain_scores_codex":[0.9947531,0.00008939877,0.001464861,0.001267785,0.0007600195,0.001664789],"domain_scores_gemma":[0.9973928,0.000260459,0.0001804622,0.00140325,0.0002555358,0.0005074725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003534075,0.002878707,0.115244,0.0219644,0.009489316,0.01828829,0.01189281,0.03729319,0.2970723,0.07663194,0.3212766,0.08761504],"study_design_scores_gemma":[0.001672498,0.0005515834,0.0349669,0.002684904,0.000875163,0.001517042,0.0008729298,0.04673071,0.02213635,0.0000645475,0.8848199,0.003107472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160028,0.009649628,0.006920816,0.009170729,0.01266164,0.001634515,0.0003283023,0.007268699,0.03636293],"genre_scores_gemma":[0.9854398,0.000235832,0.0005378592,0.0001914583,0.001950063,0.0002061578,0.0001604758,0.0004868165,0.01079153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5635433,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008309534776603752,"score_gpt":0.2211548626554567,"score_spread":0.2128453278788529,"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."}}