{"id":"W6967073258","doi":"10.48617/pod.263","title":"Glimpsing COVID","year":2020,"lang":"en","type":"other","venue":"Brandeis ScholarWorks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Visualization; GRASP; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Center (category theory); 2019-20 coronavirus 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004010964,0.0007679933,0.000892353,0.0005201341,0.0001712062,0.0004941993,0.0008822325,0.001294509,0.03262294],"category_scores_gemma":[0.0005418459,0.0007869368,0.0003448651,0.000886877,0.0001543601,0.0002102065,0.0002594727,0.002268283,0.05103546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830704,"about_ca_system_score_gemma":0.000249056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001589877,"about_ca_topic_score_gemma":0.0002324323,"domain_scores_codex":[0.9966933,0.0002836403,0.0004268336,0.001073128,0.000799323,0.0007238094],"domain_scores_gemma":[0.9977259,0.00008173924,0.0004625284,0.001009285,0.00003500862,0.0006855049],"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":[0.00008239166,0.00004273281,0.0002873701,0.0001043899,0.0002180147,0.0001516947,0.00007118093,0.000007043747,0.0003741004,0.0001957384,0.9935619,0.004903397],"study_design_scores_gemma":[0.001592503,0.00002588171,0.00008288443,0.0005988552,0.0001585763,0.00003235629,0.00002231119,0.00004654107,0.0000506431,0.00009051165,0.9964379,0.000861001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001197486,0.008554393,0.001672952,0.000429657,0.001028517,0.0007593312,0.0004029808,0.004600965,0.9825392],"genre_scores_gemma":[0.002352818,0.000295227,0.004217113,0.003244743,0.003700697,0.00006087797,0.000545453,0.008420151,0.9771629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01841253,"threshold_uncertainty_score":0.9994581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418177620691036,"score_gpt":0.273824107552305,"score_spread":0.2496423313453946,"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."}}