{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004198372,0.0003157096,0.0003721805,0.00003129683,0.0004540731,0.00006787614,0.0004302685,0.0002809093,0.0003708759],"category_scores_gemma":[0.0002385403,0.0001020419,0.00007713755,0.0009360355,0.0001710065,0.0001792716,0.00008976018,0.0006435747,0.0004431834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005719667,"about_ca_system_score_gemma":0.00002091516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118644,"about_ca_topic_score_gemma":0.05728723,"domain_scores_codex":[0.9980164,0.0002642164,0.0003410885,0.000511553,0.000160068,0.0007066671],"domain_scores_gemma":[0.9990622,0.0005137753,0.0001260106,0.0001165007,0.00006277123,0.0001187658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002004248,0.0001127424,0.8847679,0.00001030607,0.00006948737,0.00007486497,0.0003534746,0.0001472818,0.1075285,0.00001240074,0.002697979,0.004024607],"study_design_scores_gemma":[0.002982174,0.001091703,0.922761,0.0001754504,0.0001277755,0.0001622402,0.003511324,0.01807485,0.008632168,0.0002361429,0.04093726,0.001307947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937362,0.0002080593,0.00001497095,0.004682251,0.0001666958,0.0004038999,0.0004397711,0.0002535252,0.00009459805],"genre_scores_gemma":[0.9977353,0.0001924211,0.00003122811,0.0007994774,0.0001645257,0.0001407645,0.0006348729,0.000005486925,0.0002959448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09889632,"threshold_uncertainty_score":0.9599148,"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."}}