{"id":"W3110347733","doi":"10.3354/aei00383","title":"Farmed bivalve loss due to seabream predation in the French Mediterranean Prevost Lagoon","year":2020,"lang":"en","type":"article","venue":"Aquaculture Environment Interactions","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Fishery; Crassostrea; Predation; Aquaculture; Oyster; Mussel; Mytilus; Biology; Pacific oyster; Shellfish; Sparidae; Ecology; Aquatic animal; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001788982,0.0002959688,0.0002395475,0.00003344502,0.0002785659,0.0000712305,0.000501292,0.00007512778,0.005943528],"category_scores_gemma":[0.0001095988,0.0001933767,0.0001374313,0.0003924797,0.0001207352,0.0003578636,0.0003329695,0.0004508458,0.003867958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719955,"about_ca_system_score_gemma":0.000004973373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003226835,"about_ca_topic_score_gemma":0.001355466,"domain_scores_codex":[0.9980357,0.0001651071,0.0003598755,0.0005603672,0.0005338496,0.0003450522],"domain_scores_gemma":[0.9992788,0.0001050854,0.0001064874,0.0003367338,0.000005472966,0.0001674231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001556857,0.001447336,0.05433802,0.00006222158,0.0002464455,0.0001683068,0.1129397,0.007566642,0.02950987,0.000563141,0.7608411,0.03216156],"study_design_scores_gemma":[0.0003622002,0.0001850139,0.1685091,0.00001959905,0.00005568042,0.0000340917,0.002674841,0.0002600777,0.0007710382,0.000154585,0.8266485,0.0003252901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.539923,0.0001429016,0.00539689,0.3186576,0.0007825941,0.004136589,0.0002279865,0.0002653819,0.1304671],"genre_scores_gemma":[0.9898366,0.00004059414,0.0007724627,0.005962851,0.0003411818,0.0002327123,0.0001485427,0.00002023762,0.002644806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4499137,"threshold_uncertainty_score":0.9969077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185695401527434,"score_gpt":0.2600144728111859,"score_spread":0.2381575187959115,"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."}}