{"id":"W4386028967","doi":"10.3390/d15080940","title":"California Sea Cucumber (Apostichopus californicus) Abundance and Movement on a Commercial Shellfish Aquaculture Farm","year":2023,"lang":"en","type":"article","venue":"Diversity","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Sea cucumber; Fishery; Aquaculture; Oyster; Biology; Juvenile; Apostichopus japonicus; Population; Shellfish; Aquatic animal; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001688901,0.0001258178,0.0001533969,0.00001072769,0.0008378429,0.00002002601,0.0001909976,0.0001733506,0.0003811394],"category_scores_gemma":[0.0000416058,0.00005424211,0.00004989591,0.0001823432,0.0001076176,0.00003459227,0.0004715424,0.0001768,0.0006166804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002691494,"about_ca_system_score_gemma":0.000003050172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626911,"about_ca_topic_score_gemma":0.03100199,"domain_scores_codex":[0.9991245,0.0000668709,0.00009596253,0.0002935077,0.0001090603,0.0003101168],"domain_scores_gemma":[0.9996357,0.0001432554,0.00004353796,0.0000450812,0.00002828987,0.0001041489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007792014,0.00006192899,0.9783413,0.000004687725,0.00002188553,0.00002357314,0.0001758995,0.000005001974,0.001640181,0.000197978,0.01291332,0.00653633],"study_design_scores_gemma":[0.0002721837,0.0002173033,0.9630243,0.000006716929,0.00001930089,0.000002611059,0.0002469414,0.0001795891,0.0002919283,0.0008994546,0.03465861,0.0001811247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945678,0.00002441082,7.918427e-7,0.003060546,0.0001826013,0.0001310268,0.000662338,0.0001051943,0.001265289],"genre_scores_gemma":[0.9952914,0.00008653163,0.000006735505,0.003669007,0.0001027458,0.000003818688,0.0002572702,5.92004e-7,0.0005819089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02837508,"threshold_uncertainty_score":0.9866797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044704585329449,"score_gpt":0.2111069707228068,"score_spread":0.1906599248695124,"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."}}