{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007541767,0.0001255466,0.0001917118,0.00002804314,0.00006727057,0.000006559787,0.00006715036,0.0001205826,0.0001831713],"category_scores_gemma":[0.00002985727,0.00009559788,0.00002588491,0.00004708682,0.0002886096,0.00005596166,0.00002550036,0.0001814187,0.000004119149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001064377,"about_ca_system_score_gemma":0.000006203053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001674022,"about_ca_topic_score_gemma":0.000002208111,"domain_scores_codex":[0.999329,0.0000661003,0.0001563572,0.0002450461,0.00006485639,0.0001386163],"domain_scores_gemma":[0.9995778,0.0002330647,0.00005438026,0.00008862513,0.000001532158,0.0000445843],"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":[0.000321638,0.0002734635,0.09611637,0.00009095661,0.00003621267,0.00001601145,0.0003292862,0.00005802931,0.8908983,0.000013415,0.0000201623,0.01182615],"study_design_scores_gemma":[0.000461395,0.0001013628,0.4111085,0.00003343204,0.00001501098,0.000003303698,0.0002262611,0.00006192794,0.5877581,0.00004708337,0.0001129465,0.00007069452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975663,0.001800619,0.000001058108,0.0001032524,0.00004462735,0.0001427265,0.00002722616,0.000008229101,0.0003059375],"genre_scores_gemma":[0.99819,0.001389761,0.00006710879,0.0001048899,0.000008379372,0.000007499768,0.00003498101,0.000001672865,0.0001957187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149922,"threshold_uncertainty_score":0.3898369,"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."}}