{"id":"W4240480450","doi":"10.1007/b96279","title":"Water Pollution","year":2005,"lang":"en","type":"book","venue":"The handbook of environmental chemistry","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pollution; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004361171,0.0008911913,0.0006749507,0.001664168,0.001016006,0.002681718,0.001072516,0.001267107,0.1485965],"category_scores_gemma":[0.0006226954,0.0004433406,0.0005910559,0.002113211,0.0005406665,0.001640659,0.002035041,0.001742762,0.09612655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031799,"about_ca_system_score_gemma":0.002469222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007538028,"about_ca_topic_score_gemma":0.01827429,"domain_scores_codex":[0.9992952,0.0000496409,0.0000249988,0.0001349158,0.0004346734,0.00006045986],"domain_scores_gemma":[0.9998037,0.00001358607,0.00001238306,0.00003086167,0.0001168708,0.00002252799],"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":[0.00001945871,0.00005593925,0.0002425674,0.0003108959,0.00001238319,0.00007823398,0.0001024795,0.0001838172,0.002933058,0.02186197,0.6177431,0.356456],"study_design_scores_gemma":[0.000001521184,0.000009894216,0.0001707917,0.00004806526,0.000002589722,0.00004581824,0.00002342915,0.000049701,0.0005418789,0.001855377,0.997248,0.000002831528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008097567,0.01723568,0.007957108,0.003805744,0.00275732,0.0001462305,0.002354041,0.00105671,0.9638774],"genre_scores_gemma":[0.003999968,0.01163883,0.003982396,0.001564134,0.0002818008,0.00006753668,0.00210187,0.0001665177,0.9761969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1485965,"threshold_uncertainty_score":0.4971047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008648104120008734,"score_gpt":0.2037382831708218,"score_spread":0.1950901790508131,"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."}}