{"id":"W3211561779","doi":"10.32396/usurj.v7i2.629","title":"Cover Art: Covid-19 Assembled and Disassembled","year":2021,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); GLUE; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cover (algebra); Coronavirus; Pandemic; Polymer science; Art; Nanotechnology; Materials science; Engineering; Composite material; Virology; Biology; Medicine; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002247798,0.000948282,0.0003518157,0.00101518,0.002459726,0.003333897,0.0008506268,0.001131107,0.5847347],"category_scores_gemma":[0.0007815526,0.0004579336,0.0006153449,0.0004460504,0.0005722948,0.00185628,0.002049533,0.002072817,0.2760486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009093332,"about_ca_system_score_gemma":0.0004620549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782896,"about_ca_topic_score_gemma":0.0074739,"domain_scores_codex":[0.9997994,0.000009897785,0.00000446192,0.00002696004,0.0001221834,0.00003711427],"domain_scores_gemma":[0.9996777,0.00003682381,0.0000102692,0.00005456997,0.0001284238,0.00009221131],"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":[0.00004889417,0.00002138395,0.00007570927,0.00007163097,0.000001583964,0.0001087,0.000128445,0.0001219796,0.002676279,0.005386984,0.9573236,0.03403489],"study_design_scores_gemma":[0.000004009662,0.00001865987,0.0002892917,0.00003956372,0.000001126138,0.0001703132,0.00009271377,0.0001960023,0.0007365841,0.0005170119,0.997929,0.000005803393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001804145,0.000727151,0.004203977,0.001432787,0.007022245,0.0001579172,0.001093293,0.00281766,0.9807408],"genre_scores_gemma":[0.005160163,0.0003336084,0.001478284,0.0004027498,0.0003265483,0.00004082751,0.0005851118,0.001041174,0.9906315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5847347,"threshold_uncertainty_score":0.5923256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521519642986711,"score_gpt":0.3240900223186981,"score_spread":0.271938058020027,"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."}}