{"id":"W1561110713","doi":"10.29122/jai.v6i1.2452","title":"KONDISI KUALITAS AIR SUNGAI CILIWUNG DI WILAYAH DKI JAKARTA DITINJAU DARI PARAMATER ORGANIK, AMONIAK, FOSFAT, DETERJEN DAN BAKTERI COLI","year":2018,"lang":"en","type":"article","venue":"Jurnal Air Indonesia","topic":"Heavy Metal Pollution Remediation","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Pollution; Environmental science; Wastewater; Environmental engineering; Pollutant; Water quality; Water resource management; Ecology; Biology","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":[0.0007863595,0.0004581482,0.0004444028,0.0001270982,0.0005741318,0.0001209223,0.0006550369,0.0002669502,0.001107165],"category_scores_gemma":[0.0001333949,0.0004081786,0.0001707959,0.0006309617,0.0007205714,0.0009034426,0.0004255783,0.0003924931,0.004059194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158017,"about_ca_system_score_gemma":0.00006975896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433477,"about_ca_topic_score_gemma":0.0004041683,"domain_scores_codex":[0.9960941,0.0003542285,0.0008153483,0.0007382791,0.001067221,0.0009308196],"domain_scores_gemma":[0.9982764,0.0001063797,0.0003550104,0.0006827731,0.00005926471,0.0005202303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002016233,0.0003780994,0.7975106,0.00004719808,0.00009446452,0.0001063399,0.002128139,0.0001947408,0.1816023,0.0002723994,0.01141598,0.006048188],"study_design_scores_gemma":[0.0007381196,0.000253522,0.9271181,0.00003646308,0.00005119761,0.00007270061,0.0001314208,0.0005951107,0.05408749,0.0001605494,0.0162415,0.0005138009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933336,0.00001917515,0.0006012254,0.001779119,0.0007448882,0.0005259173,0.00004685214,0.0001800216,0.002769235],"genre_scores_gemma":[0.996185,0.000008904607,0.0003170363,0.002082661,0.000761316,0.00005055078,0.00004489015,0.00007281897,0.0004767973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296076,"threshold_uncertainty_score":0.999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110534221507101,"score_gpt":0.2451764229082637,"score_spread":0.2341230007575537,"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."}}