{"id":"W3205480373","doi":"","title":"Impacts of COVID-19 on U.S. crustaceanfarms: Quarter 1 ResultsMarch 23, 2020 to April 10, 2020","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Pandemic; Virology; Geography; 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":[0.004343238,0.000806954,0.0004201895,0.001707643,0.0005555368,0.002040496,0.0005598649,0.0005640037,0.00773425],"category_scores_gemma":[0.004295446,0.0002759766,0.001308371,0.001321582,0.000195078,0.0008138767,0.001330651,0.0007071375,0.002122664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003002214,"about_ca_system_score_gemma":0.003883349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09839477,"about_ca_topic_score_gemma":0.1044797,"domain_scores_codex":[0.997886,0.0002802775,0.0000892282,0.0001251245,0.001132509,0.0004868535],"domain_scores_gemma":[0.9959103,0.0003349194,0.0005932591,0.0001158891,0.002437585,0.0006080371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002331755,0.001807598,0.5157774,0.00129792,0.0007721115,0.0002950987,0.0006739018,0.009595901,0.001968966,0.00098088,0.1955063,0.2689922],"study_design_scores_gemma":[0.00009589903,0.00190792,0.9314341,0.0003271345,0.0003021155,0.0001180447,0.002709767,0.002439166,0.003332086,0.0002516417,0.05703444,0.00004775968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660242,0.00529443,0.002090594,0.004608586,0.0004661921,0.001108479,0.2188404,0.0005624954,0.1010046],"genre_scores_gemma":[0.7553283,0.004128245,0.003487092,0.002260647,0.0001292746,0.0007357722,0.1912543,0.0001340657,0.04254229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09839477,"threshold_uncertainty_score":0.1956441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634137904264252,"score_gpt":0.2564373130301607,"score_spread":0.2400959339875182,"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."}}