{"id":"W2607833032","doi":"10.14796/jwmm.r223-24b","title":"Appendix to Chapter 24 Sources of Pollutants in Urban Areas","year":2005,"lang":"en","type":"article","venue":"Journal of Water Management Modeling","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pollutant; Environmental planning; Environmental science; Appendix; Geography; Geology; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002239327,0.0008976785,0.0006588437,0.001936167,0.000623769,0.0008742308,0.001096723,0.0007496768,0.5950586],"category_scores_gemma":[0.003054271,0.0003783869,0.0005550989,0.002397066,0.0001719077,0.0008546704,0.0008207365,0.0007856087,0.2287626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008076,"about_ca_system_score_gemma":0.001807941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987962,"about_ca_topic_score_gemma":0.02245156,"domain_scores_codex":[0.9997918,0.00003059066,0.00001807317,0.00003331242,0.0001069682,0.00001911968],"domain_scores_gemma":[0.9981444,0.0006004855,0.0000698864,0.00008396652,0.001050415,0.00005089885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001043139,0.00003356055,0.000202521,0.000230821,0.00000295204,0.00004576286,0.00003192375,0.0007951215,0.0001297647,0.003307326,0.9721894,0.02302057],"study_design_scores_gemma":[0.00001504947,0.0000140181,0.001721022,0.0002406007,0.000006276867,0.000068568,0.00005603224,0.0004852534,0.0002630466,0.005327614,0.9917942,0.000008374693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00205162,0.00252654,0.01784483,0.006393088,0.006839601,0.001307412,0.3004241,0.001672737,0.6609402],"genre_scores_gemma":[0.0104429,0.004305821,0.01359073,0.001766782,0.001744338,0.001508506,0.1107684,0.0007882121,0.8550844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5950586,"threshold_uncertainty_score":0.5775997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830980016735012,"score_gpt":0.2554640803256744,"score_spread":0.2271542801583243,"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."}}