{"id":"W6996247290","doi":"","title":"Report of Working Group 24 on Environmental Interactions\\nof Marine Aquaculture","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Animal and Plant Health Inspection Service; State of Maine Department of Marine Resources; National Fisheries Research and Development Institute; European Commission; Egg Farmers of Canada; U.S. Army Corps of Engineers; Fisheries and Oceans Canada; Canadian Food Inspection Agency; Division of Materials Research; U.S. Department of Agriculture","keywords":"Work (physics); Nucleofection; Limiting; Proteogenomics; Identification (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01737184,0.001897936,0.0006758957,0.0033226,0.002422311,0.004493384,0.002964926,0.003514419,0.020299],"category_scores_gemma":[0.01207204,0.0006399021,0.001154887,0.001966293,0.0007255081,0.002055377,0.005700126,0.002505722,0.009231896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004109406,"about_ca_system_score_gemma":0.02334776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03267569,"about_ca_topic_score_gemma":0.01848023,"domain_scores_codex":[0.9902278,0.002266178,0.0007415228,0.0009028946,0.004373806,0.001487776],"domain_scores_gemma":[0.9846851,0.001672899,0.001367223,0.001396022,0.008267329,0.002611496],"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":[0.0006375166,0.0003443387,0.01703573,0.001938453,0.0001272448,0.0009587551,0.002709569,0.002505667,0.006860397,0.008461811,0.7881276,0.1702928],"study_design_scores_gemma":[0.00001380705,0.0001134644,0.01337706,0.0005150822,0.00001790941,0.00009075541,0.0007780628,0.0001533526,0.001420268,0.0005104113,0.9829852,0.00002463528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06693179,0.02038281,0.03305711,0.05211512,0.02546114,0.01364964,0.09722428,0.00227837,0.6888998],"genre_scores_gemma":[0.1163092,0.01610514,0.05006178,0.0130301,0.004035193,0.01512595,0.1681514,0.001882949,0.6152982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03267569,"threshold_uncertainty_score":0.09187216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691134951206602,"score_gpt":0.2412030043792096,"score_spread":0.2242916548671436,"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."}}