{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001398075,0.0003180249,0.0003749605,0.00002860779,0.000329487,0.0001563188,0.000362087,0.0004739417,0.0009911099],"category_scores_gemma":[0.0000624456,0.00011163,0.0001255191,0.0004497252,0.0002249802,0.0003233447,0.0001093015,0.0004679844,0.000169344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005091705,"about_ca_system_score_gemma":0.0000182266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009474651,"about_ca_topic_score_gemma":0.04960641,"domain_scores_codex":[0.9984257,0.0001525066,0.00025817,0.0005554719,0.0001055177,0.0005025837],"domain_scores_gemma":[0.9994619,0.0001057772,0.0001137172,0.000118481,0.00008583901,0.0001142987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002374694,0.0001422012,0.9893619,0.00001559211,0.00007888067,0.00005155175,0.0001649807,0.000007500569,0.001215975,0.00001723845,0.002683952,0.006022697],"study_design_scores_gemma":[0.0003978773,0.0002589186,0.9362424,0.0001457099,0.00005356448,0.00002204201,0.001497397,0.0002203525,0.0005623723,0.0002623661,0.05996472,0.000372269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893303,0.0008336923,0.000005266488,0.008333825,0.0003431722,0.0002791721,0.0002435449,0.0001602187,0.0004708231],"genre_scores_gemma":[0.9917251,0.0002396164,0.000155653,0.003087613,0.0001221767,0.00008236309,0.0005124046,0.000002518108,0.004072528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05728077,"threshold_uncertainty_score":0.9999221,"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."}}