{"id":"W4390884953","doi":"10.31315/psb.v5i1.11634","title":"Analisis Kualitas Air Permukaan Akibat Limbah Peternakan Menggunakan Metode CCME WQI di Kalurahan Wijimulyo, Kapanewon Nanggulan, DIY","year":2024,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003801943,0.001959483,0.00161073,0.001105888,0.00135352,0.001098473,0.001823492,0.001177927,0.00004921321],"category_scores_gemma":[0.00141975,0.001946996,0.001279444,0.002918256,0.00114755,0.001906739,0.001237922,0.002422179,0.003442527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002930493,"about_ca_system_score_gemma":0.0005246503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008444146,"about_ca_topic_score_gemma":0.0002022139,"domain_scores_codex":[0.9867696,0.001367433,0.002298342,0.003325542,0.003617636,0.002621442],"domain_scores_gemma":[0.9943438,0.001226149,0.0008200164,0.001672782,0.0001934929,0.0017438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001926712,0.0005745795,0.0004583915,0.0008325611,0.0004122293,0.0004275329,0.00489225,0.000441873,0.9757831,0.000937724,0.008763969,0.00628313],"study_design_scores_gemma":[0.0009121635,0.0008258366,0.004872118,0.003026074,0.000721091,0.0003248689,0.001789597,0.007629677,0.9258226,0.0005034145,0.05126255,0.002310066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748408,0.01100287,0.0004434456,0.005052082,0.004240958,0.002153147,0.0008060136,0.00124222,0.0002185073],"genre_scores_gemma":[0.9799178,0.0008185853,0.001550526,0.0008628624,0.002975475,0.000185541,0.0004991334,0.000487531,0.01270253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04996055,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805929055275535,"score_gpt":0.2781137918750116,"score_spread":0.2600545013222563,"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."}}