{"id":"W4415119972","doi":"10.63824/jptsp.v12i2.319","title":"PENGUKURAN KADAR BIOCHEMICAL OXYGEN DEMAND DAN CHEMICAL OXYGEN DEMAND LIMBAH CAIR DOMESTIK DI AKMIL MAGELANG","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Biochemical oxygen demand; Oxygen; Barrer; Microporous material","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":[0.0003545176,0.0006319336,0.0006151948,0.0008368619,0.0009259193,0.002152577,0.0005275026,0.000778938,0.02059346],"category_scores_gemma":[0.0004661379,0.0003685672,0.0008168544,0.0006259871,0.0005509232,0.0009056618,0.001255838,0.001092597,0.006257858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248313,"about_ca_system_score_gemma":0.001775234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007212157,"about_ca_topic_score_gemma":0.01138017,"domain_scores_codex":[0.9995044,0.00004232869,0.00003141992,0.0001173976,0.0002107167,0.00009372484],"domain_scores_gemma":[0.9996237,0.00004848134,0.00006299125,0.00003522279,0.0001368271,0.00009276694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001675057,0.0004533891,0.0185039,0.001505727,0.0001232848,0.001187733,0.00104045,0.001029118,0.797423,0.00447009,0.0090899,0.1634983],"study_design_scores_gemma":[0.00009808492,0.002157163,0.08756385,0.0003877625,0.0002471816,0.001927173,0.003645592,0.002303,0.4914452,0.003789433,0.406224,0.0002117174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003404,0.01524253,0.03293404,0.004648746,0.001716009,0.0006431901,0.005594638,0.001838044,0.2370424],"genre_scores_gemma":[0.7219855,0.009197569,0.02634984,0.0009940431,0.0001575299,0.0003405352,0.003633469,0.000473325,0.2368683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02059346,"threshold_uncertainty_score":0.068892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00972377109974191,"score_gpt":0.2479093891535925,"score_spread":0.2381856180538506,"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."}}