{"id":"W4390147384","doi":"10.20527/jukung.v9i2.17559","title":"PERHITUNGAN STATUS MUTU AIR BENDUNGANDI PROVINSI NUSA TENGGARA BARAT","year":2023,"lang":"id","type":"article","venue":"Jukung (Jurnal Teknik Lingkungan)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Geography; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001993981,0.001126933,0.001025911,0.0004847896,0.001700892,0.0005833053,0.001169332,0.0006612385,0.0003238939],"category_scores_gemma":[0.0002802973,0.001071036,0.0005662036,0.001932024,0.0007125823,0.001114652,0.0009460296,0.001994549,0.01157219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603701,"about_ca_system_score_gemma":0.0005304935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009083527,"about_ca_topic_score_gemma":0.0005927547,"domain_scores_codex":[0.990849,0.0009742206,0.001624135,0.001629587,0.00215929,0.002763797],"domain_scores_gemma":[0.9961504,0.0003331889,0.0007343973,0.001254456,0.00009837256,0.001429133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007924337,0.002946125,0.1151585,0.001358625,0.001346719,0.002329744,0.04182145,0.006201732,0.737884,0.002976301,0.05706803,0.03011626],"study_design_scores_gemma":[0.002491322,0.00113724,0.3567458,0.0005346339,0.0004228202,0.0001767808,0.002631893,0.003270356,0.09465832,0.0001411384,0.5356085,0.002181195],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825387,0.001162474,0.0001699966,0.005239973,0.003747967,0.001247142,0.0003750231,0.0008041111,0.004714605],"genre_scores_gemma":[0.9691613,0.001516437,0.0002204283,0.001562228,0.001322336,0.00006588352,0.0001895886,0.0001862254,0.02577558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6432257,"threshold_uncertainty_score":0.9995987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911314594710377,"score_gpt":0.2838539695919477,"score_spread":0.2547408236448439,"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."}}