{"id":"W7097760132","doi":"","title":"Prepared by: BWP Consulting","year":2003,"lang":"en","type":"article","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Water quality; Hydrology (agriculture); Upstream (networking); Quality (philosophy); Work (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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001315944,0.00004701674,0.00005094409,0.000002950665,0.0001185719,0.00001067732,0.00005137113,0.0000182417,0.002949689],"category_scores_gemma":[0.00004222876,0.00003321895,0.00001606874,0.00004804746,0.0001078338,0.00003682857,0.00004891226,0.00002732451,0.0007243323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001965066,"about_ca_system_score_gemma":8.412587e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000213418,"about_ca_topic_score_gemma":0.00004030016,"domain_scores_codex":[0.9995385,0.00004044616,0.0000768563,0.0001194819,0.00009159253,0.0001331698],"domain_scores_gemma":[0.9998468,0.00002593982,0.00001568372,0.00007757388,0.000001215668,0.00003274253],"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":[0.00001377261,0.0002427235,0.4097955,0.00001694315,0.00005393474,0.000006693151,0.01053715,0.000335152,0.04192465,0.002484929,0.5306578,0.003930773],"study_design_scores_gemma":[0.0002834846,0.00002358913,0.003680369,0.000003029536,0.000005399626,0.000004464641,0.00123539,0.0000608241,0.03198183,0.0007999761,0.9617515,0.0001701828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4722979,0.00004548872,0.0001532777,0.0001691362,0.00002794231,0.00004689754,0.000001065387,0.00003693412,0.5272213],"genre_scores_gemma":[0.9644583,0.000005835309,0.0008734855,0.0003165327,0.000004006763,0.000003598343,7.066899e-7,0.000002912553,0.03433462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4928867,"threshold_uncertainty_score":0.9979618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566847346961878,"score_gpt":0.2277797038457674,"score_spread":0.1921112303761486,"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."}}