{"id":"W4390888419","doi":"10.32672/jse.v9i1.714","title":"Penentuan Status Mutu Air Sungai Wrati Pasuruan Jawa Timur dengan Indeks Kualitas Air","year":2023,"lang":"en","type":"article","venue":"Jurnal Serambi Engineering","topic":"Marine and Coastal Ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Environmental science; Water quality; Pollution; Water resource management; Hydrology (agriculture); Pollutant; River pollution; Environmental engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003060665,0.000206329,0.0001959364,0.0005111424,0.001089856,0.001501959,0.0002407048,0.0003042751,0.01111137],"category_scores_gemma":[0.0004161984,0.0001241254,0.0001361412,0.0006096788,0.0003403469,0.0007553487,0.0006689953,0.0003860813,0.001311681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006592196,"about_ca_system_score_gemma":0.001152607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013491,"about_ca_topic_score_gemma":0.02238517,"domain_scores_codex":[0.9997217,0.0000356325,0.00002038356,0.00004942622,0.00009921204,0.00007366867],"domain_scores_gemma":[0.9998179,0.00002266787,0.00003784457,0.00001298673,0.00008531212,0.00002322991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004514427,0.0006905097,0.4782721,0.001062481,0.0001103365,0.003736281,0.02138429,0.0009750544,0.02624937,0.008921036,0.01433147,0.4438156],"study_design_scores_gemma":[0.00001149455,0.000394194,0.7535235,0.0002277056,0.00009320785,0.001331571,0.03586152,0.000997678,0.009306777,0.001107423,0.1970819,0.00006303578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221573,0.001134892,0.00051583,0.0006277962,0.0000907432,0.00005127514,0.0007383859,0.00005788963,0.07462589],"genre_scores_gemma":[0.961964,0.0009602041,0.0007660884,0.00008355104,0.00002559049,0.00004116911,0.0006526511,0.00001081422,0.03549592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111137,"threshold_uncertainty_score":0.03717124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007412092697717993,"score_gpt":0.203356435388149,"score_spread":0.195944342690431,"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."}}