{"id":"W4406254932","doi":"10.1016/j.scitotenv.2024.178364","title":"Impact of grazing by multiple Daphnia species on wastewater bacterial communities","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Ministerio de Economía y Competitividad; Genome Canada","keywords":"Daphnia; Grazing; Wastewater; Ecology; Biology; Environmental science; Geography; Environmental engineering; Zooplankton","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":[0.0002147042,0.0003442911,0.0004000773,0.0001818221,0.0002847505,0.0005323528,0.0001484108,0.0002393377,0.0005212871],"category_scores_gemma":[0.0002930704,0.000155023,0.0002788122,0.0001729485,0.0002219268,0.0001812843,0.0005162354,0.0003246326,0.00009221795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003808761,"about_ca_system_score_gemma":0.0003059446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380798,"about_ca_topic_score_gemma":0.007185075,"domain_scores_codex":[0.9996831,0.00005113902,0.00003006262,0.00009480309,0.00006026281,0.00008057429],"domain_scores_gemma":[0.9998234,0.00004210495,0.00004223243,0.00001345724,0.0000372094,0.0000416978],"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":[0.0004602083,0.00009847493,0.05578997,0.0002012582,0.00006003805,0.0001706213,0.0002100191,0.0003604462,0.9313805,0.00003277976,0.000110667,0.011125],"study_design_scores_gemma":[0.00001895721,0.001977748,0.8538851,0.00002934017,0.000115706,0.0002908232,0.0009135944,0.00162097,0.1387706,0.00007271375,0.00228062,0.00002389727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991512,0.0002157864,0.0001338254,0.0000263535,0.000007197517,0.000005057502,0.0001032605,0.000005348291,0.0003519612],"genre_scores_gemma":[0.9984903,0.0002751123,0.000482163,0.00009426884,0.000004382012,0.0000111068,0.0001838113,0.000002504137,0.0004562229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00380798,"threshold_uncertainty_score":0.007571638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008763054165712488,"score_gpt":0.2099702433812191,"score_spread":0.2012071892155066,"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."}}