{"id":"W2061257592","doi":"10.2166/wqrjc.2013.065","title":"Bioretention: assessing effects of winter salt and aggregate application on plant health, media clogging and effluent quality","year":2013,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Guelph","keywords":"Bioretention; Environmental science; Clogging; Mesocosm; Stormwater; Environmental engineering; Effluent; Infiltration (HVAC); Chemistry; Nutrient; Surface runoff; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006058648,0.0001312425,0.0002349593,0.000152776,0.0005352493,0.0002486859,0.0002022327,0.00005437011,0.0001419691],"category_scores_gemma":[0.0001273821,0.00008967804,0.00005339402,0.0001267756,0.0005403623,0.0005400256,0.0003898903,0.0004700606,0.0001143098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903633,"about_ca_system_score_gemma":0.00001302902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712653,"about_ca_topic_score_gemma":0.00008130779,"domain_scores_codex":[0.9961142,0.001499562,0.0005561914,0.0003328276,0.0009389779,0.0005582531],"domain_scores_gemma":[0.9988794,0.0003172638,0.0001829347,0.0002646579,0.00004583742,0.0003099395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001884695,0.0007415002,0.4804671,0.001464242,0.0002168021,0.00002568918,0.01514552,0.00006166581,0.3822792,0.002025559,0.01050824,0.106876],"study_design_scores_gemma":[0.0009096797,0.0002358187,0.9726265,0.0002452804,0.00001104865,0.00003052891,0.0005010054,0.0003013428,0.01455571,0.008850583,0.001525859,0.0002066555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921049,0.000134952,0.002144405,0.004764151,0.0000906366,0.0005190105,0.000004584972,0.00001839175,0.0002190073],"genre_scores_gemma":[0.9989005,0.0001286756,0.000567013,0.0001665694,0.00006388651,0.00003483924,0.00001136881,0.00001117163,0.0001159353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921594,"threshold_uncertainty_score":0.4116759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07499347995267161,"score_gpt":0.380137345020464,"score_spread":0.3051438650677925,"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."}}