{"id":"W3164844608","doi":"10.21061/aaec-241np","title":"Impacts of COVID-19 on U.S. crustacean farms: Quarter 1 Results March 23, 2020 to April 10, 2020","year":2021,"lang":"en","type":"report","venue":"","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Crustacean; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Fishery; Biology; Oceanography; Virology; Archaeology; Medicine; Geology; Internal medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002845851,0.0007384067,0.000372308,0.001129246,0.0004889584,0.001779053,0.0005166861,0.0005224305,0.006090353],"category_scores_gemma":[0.002489425,0.0002863568,0.000959368,0.001087725,0.0001331955,0.0005912692,0.00109194,0.0006215376,0.001883839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621266,"about_ca_system_score_gemma":0.00420845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1311878,"about_ca_topic_score_gemma":0.1806191,"domain_scores_codex":[0.99863,0.0001920695,0.00005164623,0.00008763095,0.0007426642,0.0002959966],"domain_scores_gemma":[0.9975392,0.0002021752,0.0003208994,0.00007657855,0.001456761,0.00040441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002070284,0.001169562,0.5313208,0.001292297,0.0007376067,0.0004527114,0.0005475223,0.01882307,0.003514734,0.001023823,0.2730356,0.166012],"study_design_scores_gemma":[0.0001125019,0.001069129,0.9085745,0.000239839,0.0002440361,0.00009571505,0.002354152,0.003672142,0.003881176,0.000284911,0.07942476,0.00004716486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5255207,0.003715435,0.001694207,0.00433346,0.000439313,0.0007972475,0.3764933,0.0006611302,0.08634512],"genre_scores_gemma":[0.5898072,0.004535963,0.005523579,0.001718011,0.0001300108,0.000719136,0.3224429,0.0001581549,0.07496502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311878,"threshold_uncertainty_score":0.2608483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234095561053558,"score_gpt":0.3110343434952283,"score_spread":0.2786933878846928,"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."}}