{"id":"W4241746900","doi":"10.1016/j.aquaculture.2011.01.012","title":"Letter to the Editor","year":2011,"lang":"en","type":"letter","venue":"Aquaculture","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"","keywords":"Aquaculture; Kelp; Shellfish; Biology; Fishery; Particulates; Fish farming; Stocking; Nutrient; Detritivore; Ecology; Aquatic animal; Fish <Actinopterygii>; Invertebrate","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":["insufficient_payload"],"category_scores_codex":[0.0001324233,0.0004627163,0.0003033045,0.00001885946,0.0003091861,0.00007108277,0.001023534,0.0006545645,0.006287323],"category_scores_gemma":[0.00004810633,0.0002254209,0.0002465459,0.0002225337,0.0001630748,0.00008727339,0.0007737983,0.00187021,0.02036806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007247878,"about_ca_system_score_gemma":0.000005228975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005363693,"about_ca_topic_score_gemma":0.0004320562,"domain_scores_codex":[0.9979178,0.00008490968,0.0002207795,0.000616244,0.0006103559,0.000549863],"domain_scores_gemma":[0.9991188,0.0000361968,0.0001036369,0.0006509,0.00001792965,0.00007254206],"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":[0.000002793823,0.000008802949,0.0001483481,0.000009784012,0.00004499782,0.00004302897,0.001073408,0.000001054648,0.00003253621,0.000006607155,0.998106,0.0005226194],"study_design_scores_gemma":[0.00005814816,0.00003812602,0.0006872147,0.00001594748,0.00006048344,0.000006670743,0.00002439228,2.966531e-7,0.00004252468,0.0001075967,0.9985653,0.0003933143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00001349794,0.00006973687,0.00001863535,0.8505345,0.00310883,0.000425494,0.00004053142,0.00007181094,0.145717],"genre_scores_gemma":[0.00005119071,0.00001562908,0.0002064848,0.7755355,0.08025637,0.00009483359,0.0000860016,0.00003567784,0.1437183],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07714754,"threshold_uncertainty_score":0.994621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012057800902973,"score_gpt":0.2209804542500078,"score_spread":0.2089226533470347,"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."}}