{"id":"W4250335857","doi":"10.26686/wgtn.16993450","title":"Copper, Zinc and Iron Contamination in Wellington Streams After Rainfall Events","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Greater Wellington Regional Council","keywords":"Environmental chemistry; Surface runoff; Zinc; Environmental science; Contamination; Copper; STREAMS; Surface water; Chemistry; Hydrology (agriculture); Environmental engineering; Geology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021191,0.0003104234,0.0003254272,0.0008731713,0.000843178,0.001013715,0.0002698527,0.000346719,0.00102866],"category_scores_gemma":[0.0002879328,0.0002399475,0.0001834589,0.001444314,0.0003928893,0.0003514428,0.0004169943,0.0002749276,0.0002156671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590752,"about_ca_system_score_gemma":0.0008890709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1216684,"about_ca_topic_score_gemma":0.3230217,"domain_scores_codex":[0.999693,0.00002803567,0.00002395022,0.0001160353,0.00009652381,0.00004248155],"domain_scores_gemma":[0.9996375,0.0000212192,0.0001673204,0.000009491794,0.0001182832,0.00004610321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003345617,0.00009384031,0.9456767,0.0001065763,0.00006404438,0.001162618,0.002370091,0.0002814376,0.03839182,0.00005183243,0.0004898286,0.01097665],"study_design_scores_gemma":[0.000004713583,0.00009320117,0.9941313,0.00001900137,0.00001760112,0.0001606381,0.001723964,0.0001666631,0.002606005,0.0000189825,0.001049807,0.000008254548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984795,0.0001563429,0.0001360561,0.00002778159,0.00000446171,0.00002145208,0.0005142739,0.000006283074,0.0006538767],"genre_scores_gemma":[0.9956995,0.0003594025,0.0005794764,0.00004040745,0.000008788812,0.00003371504,0.00101347,0.000005944274,0.002259385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216684,"threshold_uncertainty_score":0.2419205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006497101873448713,"score_gpt":0.2188889569833684,"score_spread":0.2123918551099197,"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."}}