{"id":"W2015149957","doi":"10.1007/s11270-006-9140-z","title":"Contaminant aspects of blackish surface deposits on highway roadsides","year":2006,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Calcite; Surface runoff; Organic matter; Lime; Deposition (geology); Animal science; Environmental chemistry; Chemistry; Metal; Mineralogy; Sediment; Geology; Metallurgy; Materials 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":[0.0001092461,0.00009536506,0.0001037749,0.0005417849,0.0007429856,0.0005354632,0.0001690686,0.0003098436,0.001392529],"category_scores_gemma":[0.0003234334,0.00007686603,0.00007953592,0.0003362295,0.0002722073,0.0001359886,0.0002675499,0.0001532561,0.0001786118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071935,"about_ca_system_score_gemma":0.0003193198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06811253,"about_ca_topic_score_gemma":0.07940685,"domain_scores_codex":[0.9998815,0.00001718617,0.000003945479,0.00001436339,0.00004904577,0.00003403567],"domain_scores_gemma":[0.9997864,0.00003294371,0.00004672748,0.0000080345,0.0001059004,0.0000199628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002496728,0.0002693885,0.6995966,0.0001441567,0.00008615432,0.00538586,0.003205166,0.003186011,0.2540585,0.0009744058,0.001426609,0.02917037],"study_design_scores_gemma":[0.00001773658,0.0004364827,0.9008534,0.00001615295,0.0000760427,0.001125,0.006685115,0.00279312,0.08417796,0.0003639542,0.003438215,0.00001681381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985403,0.00002681372,0.00007946052,0.00001686195,0.000001412518,0.000003787684,0.00004480358,0.000003081395,0.001283408],"genre_scores_gemma":[0.9984341,0.00004350182,0.00008276993,0.00001162361,0.000002388483,9.097235e-7,0.00005593356,0.000002474,0.001366305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06811253,"threshold_uncertainty_score":0.1354321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005914724338103743,"score_gpt":0.1826025705358623,"score_spread":0.1766878461977586,"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."}}