{"id":"W4408724647","doi":"10.1093/etojnl/vgaf080","title":"Exploring cumulative effects of aquaculture chemicals in sediment on adult sea urchin behavioral, immunological, and metabolomic endpoints","year":2025,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huntsman Marine Science Centre","funders":"","keywords":"Sea urchin; Aquaculture; Metabolomics; Fishery; Sediment; Biology; Cumulative effects; Ecology; Environmental science; Fish <Actinopterygii>; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001655959,0.000396624,0.0003653796,0.0001936972,0.0002636827,0.0004518324,0.0001625869,0.0004069541,0.001347959],"category_scores_gemma":[0.0002477421,0.0001464116,0.0003171219,0.0002056714,0.0002297158,0.0001885607,0.0004141882,0.0004878125,0.0001702131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107299,"about_ca_system_score_gemma":0.0004952831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003627546,"about_ca_topic_score_gemma":0.007623374,"domain_scores_codex":[0.9997302,0.00003498635,0.00001813983,0.00007998305,0.00009801942,0.000038735],"domain_scores_gemma":[0.9996948,0.00003193921,0.00008556478,0.00002001188,0.0001227137,0.00004487716],"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":[0.001306857,0.0002114986,0.02054275,0.0001960472,0.00005929523,0.00008465201,0.000126063,0.000412457,0.9676363,0.0000373802,0.00008270437,0.009303958],"study_design_scores_gemma":[0.00003512884,0.02064171,0.3328781,0.00004961895,0.000328575,0.0001601588,0.00067349,0.001156863,0.6410121,0.0001396706,0.002879766,0.00004480125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980459,0.000306819,0.0005365357,0.00003136545,0.00001132879,0.00003818688,0.0003895039,0.00001312764,0.000627213],"genre_scores_gemma":[0.9938022,0.0005987937,0.001591002,0.0000945603,0.000009801515,0.00009974033,0.0005169535,0.000009082089,0.003277788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003627546,"threshold_uncertainty_score":0.007212877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564679727670515,"score_gpt":0.2324429109511786,"score_spread":0.2167961136744735,"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."}}