{"id":"W4241672074","doi":"10.21061/aaec-240np","title":"Impacts of COVID-19 on U.S. aquaculture, aquaponics, and allied businesses located in the USDA Tropical and Subtropical Aquaculture Region: Quarter 1 Results March 23, 2020 to April 10, 2020","year":2021,"lang":"en","type":"report","venue":"","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Aquaponics; Aquaculture; Subtropics; Fishery; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Geography; Fish <Actinopterygii>; Environmental science; Biology; Archaeology; Medicine","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":[0.002180115,0.000591283,0.000272621,0.001326761,0.0006327946,0.001705455,0.0004354803,0.0005022065,0.005882569],"category_scores_gemma":[0.003375404,0.0002098327,0.000726319,0.001203667,0.0001917431,0.0007320815,0.001564185,0.0005077421,0.001611943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003037879,"about_ca_system_score_gemma":0.003852616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1189416,"about_ca_topic_score_gemma":0.1943997,"domain_scores_codex":[0.9979693,0.0002337285,0.00007535437,0.0001063926,0.001157081,0.0004580975],"domain_scores_gemma":[0.9964113,0.0003773547,0.00063255,0.00007794963,0.0020015,0.0004994707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006055781,0.0008589011,0.8023393,0.0005125408,0.0002121939,0.0004668718,0.0005848806,0.005556242,0.002206994,0.0005385969,0.09518398,0.09093389],"study_design_scores_gemma":[0.00001650368,0.0003393932,0.9725958,0.00008291708,0.00005408139,0.00009059659,0.002362625,0.001227182,0.001384176,0.00007406926,0.02175613,0.00001644997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080239,0.00166808,0.0006696258,0.002544228,0.0001887641,0.0004329205,0.1180069,0.0002908285,0.06817486],"genre_scores_gemma":[0.7967711,0.003125801,0.002268814,0.001459392,0.00009646521,0.0004945454,0.1345018,0.00006704789,0.06121486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1189416,"threshold_uncertainty_score":0.2364987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966801803023325,"score_gpt":0.2977415375623511,"score_spread":0.2480735195321179,"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."}}