{"id":"W4412400504","doi":"10.1021/acs.est.5c04173","title":"Sensitivity of Mayfly <i>Neocloeon triangulifer</i> to a Reference Toxicant Is Significantly Impacted by the Age of the Diatom Feed Species <i>Navicula pelliculosa</i>","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Nautilus Environmental; University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Toxicant; Diatom; Mayfly; Navicula; Sensitivity (control systems); Environmental science; Biology; Ecology; Toxicity; Chemistry; Engineering","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":[0.000213404,0.0003722761,0.0002215475,0.0003120114,0.0002632564,0.0003545259,0.0003013829,0.00043391,0.0007079699],"category_scores_gemma":[0.0004355454,0.0001554975,0.0003080043,0.000207013,0.0001758326,0.0002172072,0.0003734131,0.0002920787,0.0001999868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008308202,"about_ca_system_score_gemma":0.0002717423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064628,"about_ca_topic_score_gemma":0.02601855,"domain_scores_codex":[0.9996836,0.00003746447,0.00003045143,0.00009977623,0.0001115193,0.00003715484],"domain_scores_gemma":[0.9996829,0.00004545614,0.0001343246,0.00002727356,0.00008141038,0.00002872761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002079545,0.00003117725,0.03360999,0.0001107637,0.00003340893,0.00006782373,0.00006307944,0.0002112668,0.9600431,0.00002622755,0.00009798486,0.005497187],"study_design_scores_gemma":[0.00001130947,0.001803246,0.5328608,0.0000372291,0.0001119593,0.0003712965,0.0003478829,0.001240052,0.459507,0.00007708825,0.00360131,0.00003086942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969202,0.0004624175,0.0004949592,0.00006601297,0.00001207854,0.00003102442,0.0006143278,0.0000215507,0.001377353],"genre_scores_gemma":[0.9948256,0.0005036001,0.00177024,0.0001858846,0.000004131833,0.0000441799,0.001276808,0.000009799171,0.001379816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01064628,"threshold_uncertainty_score":0.02116865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00635904348641121,"score_gpt":0.2192759654931929,"score_spread":0.2129169220067817,"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."}}