{"id":"W4409049417","doi":"10.3390/fishes10040154","title":"You Are What You Eat: California Sea Cucumbers Become “Fishier” After Integrated Multi-Trophic Aquaculture with Chinook Salmon","year":2025,"lang":"en","type":"article","venue":"Fishes","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Chinook wind; Fishery; Aquaculture; Trophic level; Biology; Fish <Actinopterygii>; Ecology; Oncorhynchus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001790717,0.0003608275,0.0001745355,0.0001582704,0.0005137299,0.0005560595,0.0002169832,0.0002429918,0.001763203],"category_scores_gemma":[0.0002760255,0.0001279934,0.000233631,0.0001259627,0.0004537822,0.0003877606,0.0003928976,0.0004256104,0.0001887246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006041762,"about_ca_system_score_gemma":0.00047108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960213,"about_ca_topic_score_gemma":0.08870842,"domain_scores_codex":[0.9999043,0.00001122863,0.000004755418,0.00003503499,0.00001771113,0.00002694243],"domain_scores_gemma":[0.9997842,0.00001066849,0.00004816719,0.00001545132,0.00003528964,0.000106325],"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":[0.005229978,0.001360448,0.2841577,0.0003713503,0.000221437,0.001769593,0.003665537,0.0001458854,0.6478865,0.0002249005,0.00150911,0.05345753],"study_design_scores_gemma":[0.00004460551,0.00399879,0.9641787,0.00005116545,0.0001153339,0.0003782739,0.00444285,0.000221558,0.02349581,0.00007072268,0.002960992,0.00004131769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995118,0.00008162609,0.00002817827,0.00005872946,0.000009997057,0.000004954181,0.00002918731,0.00000535037,0.0002702462],"genre_scores_gemma":[0.9970689,0.0001939584,0.0003237973,0.0001547514,0.000006343629,0.00001555633,0.0001606445,0.000005461483,0.002070497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960213,"threshold_uncertainty_score":0.05885965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009218247610629813,"score_gpt":0.2031301686878171,"score_spread":0.1939119210771873,"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."}}