{"id":"W4414073382","doi":"10.1111/1758-2229.70193","title":"Influence of Plant Species and De‐Icing Salt on Microbial Communities in Bioretention","year":2025,"lang":"en","type":"article","venue":"Environmental Microbiology Reports","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Eesti Teadusagentuur","keywords":"Mesocosm; Bioretention; Microbial population biology; Bacteria; Ecosystem; Microorganism; Salinity; Plant community","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611575,0.0003077096,0.0003510159,0.0002016609,0.0002091051,0.0004674677,0.0001955147,0.0002008109,0.0005165218],"category_scores_gemma":[0.0002834928,0.0001073416,0.0002054858,0.0001717249,0.0001724452,0.0002445513,0.0003469028,0.0003158224,0.000106193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259481,"about_ca_system_score_gemma":0.0002705526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648581,"about_ca_topic_score_gemma":0.00459479,"domain_scores_codex":[0.9997681,0.00003979685,0.00001903394,0.00007751252,0.0000505616,0.00004504979],"domain_scores_gemma":[0.9996951,0.00006030389,0.00006349735,0.00001765078,0.00006644306,0.00009702634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003144449,0.0000693097,0.005891462,0.00003701829,0.00001105075,0.00003217144,0.00007521523,0.00007048991,0.9919838,0.00000952034,0.0000116787,0.001493927],"study_design_scores_gemma":[0.00002938031,0.0027564,0.4758663,0.00002591155,0.00006810806,0.0001707662,0.0007506566,0.002451419,0.5160726,0.00005394166,0.001730977,0.00002354429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995874,0.00008488679,0.00008303854,0.000006693248,0.000002696608,0.000007201538,0.00005945945,0.000002920691,0.000165801],"genre_scores_gemma":[0.9987758,0.0001081488,0.0003387769,0.00002213792,0.000002639448,0.00001565601,0.0002209959,0.000003240687,0.0005126768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003648581,"threshold_uncertainty_score":0.00725466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005181600454815916,"score_gpt":0.1813407949349938,"score_spread":0.1761591944801779,"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."}}