{"id":"W4377206479","doi":"10.12962/j25983806.v20.i2.415","title":"KAJIAN UPAYA PENGHEMATAN AIR BERSIH DI KANTOR DINAS PERHUBUNGAN KABUPATEN PASURUAN","year":2021,"lang":"id","type":"article","venue":"Jurnal Purifikasi","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Forestry; Environmental science; Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006620208,0.000748811,0.0006840888,0.0001555845,0.0008271852,0.0004877911,0.0009482162,0.0002504283,0.008833647],"category_scores_gemma":[0.000104689,0.000741479,0.0004481727,0.0009207702,0.0003409931,0.000846734,0.001861733,0.0007178695,0.006002386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007270635,"about_ca_system_score_gemma":0.0001872842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448426,"about_ca_topic_score_gemma":0.0008736839,"domain_scores_codex":[0.9945018,0.0002510308,0.0009424311,0.001335189,0.001603611,0.001365952],"domain_scores_gemma":[0.9977037,0.00009540179,0.0003590652,0.0009757187,0.00007562839,0.0007904783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005073537,0.003757618,0.6873825,0.001011129,0.001277408,0.007565366,0.01017703,0.0002089281,0.04253746,0.004445143,0.09410834,0.1470217],"study_design_scores_gemma":[0.001116311,0.0002013039,0.6663986,0.0002612626,0.0002087911,0.0001402995,0.001926925,0.0001520234,0.01069798,0.0004980276,0.3172727,0.001125789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8077631,0.00142821,0.0002417432,0.01038745,0.0029082,0.0008346897,0.00008880253,0.00020183,0.176146],"genre_scores_gemma":[0.8972208,0.0006258112,0.000725114,0.0006012641,0.0004306495,0.00003055404,0.00009357055,0.00009033512,0.1001819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2231643,"threshold_uncertainty_score":0.9995036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215289431234449,"score_gpt":0.2178433527751397,"score_spread":0.2056904584627952,"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."}}