{"id":"W4386099745","doi":"10.3390/fishes8090430","title":"Exploring Biofouling Control by the California Sea Cucumber (Apostichopus californicus) in Integrated Multi-Trophic Aquaculture (IMTA) with Organic Chinook Salmon (Oncorhynchus tshawytscha)","year":2023,"lang":"en","type":"article","venue":"Fishes","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Biofouling; Oncorhynchus; Sea cucumber; Chinook wind; Aquaculture; Fishery; Lepeophtheirus; Biology; Apostichopus japonicus; Environmental science; Fish <Actinopterygii>; Ecology","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":[0.0001225891,0.0003019964,0.0001690848,0.0001902048,0.0002656215,0.0002631738,0.0002074782,0.0001408787,0.0004632255],"category_scores_gemma":[0.0001945848,0.0001003689,0.0002516926,0.0001024222,0.0002604279,0.0002014733,0.0002614564,0.0002104177,0.00006818461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005067183,"about_ca_system_score_gemma":0.00053984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01496056,"about_ca_topic_score_gemma":0.05373045,"domain_scores_codex":[0.999882,0.00001085537,0.000008643106,0.0000420751,0.0000308513,0.00002552473],"domain_scores_gemma":[0.99976,0.00003283973,0.00008020152,0.00001190445,0.00005394513,0.00006106142],"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":[0.0004979244,0.0004123557,0.08122444,0.0002143241,0.00003850227,0.0002028582,0.0003484312,0.0003483016,0.9069068,0.00003963561,0.00007622818,0.009690185],"study_design_scores_gemma":[0.00006041968,0.01554217,0.7414094,0.00005543173,0.0002243778,0.000418448,0.00315517,0.00328911,0.2338137,0.00006696439,0.001914667,0.00005018655],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997547,0.00003816878,0.00005583034,0.000006812498,0.000002036986,0.000005967982,0.00002254188,0.000002059154,0.00011177],"genre_scores_gemma":[0.9979548,0.0001499166,0.001063135,0.00003877778,0.000002367807,0.00002450641,0.000119968,0.0000028318,0.0006435812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01496056,"threshold_uncertainty_score":0.02974695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910269861933035,"score_gpt":0.2148163730113912,"score_spread":0.1757136743920608,"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."}}