{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536152,0.0001535835,0.0003085313,0.0003351129,0.0006602276,0.0004286915,0.0008455557,0.00009043291,0.00007510806],"category_scores_gemma":[0.0004512245,0.0001607257,0.0001366755,0.0009076847,0.0002859966,0.001171747,0.0008268142,0.0006288993,0.0001435447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360322,"about_ca_system_score_gemma":0.002684481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064966,"about_ca_topic_score_gemma":0.0003920792,"domain_scores_codex":[0.9970019,0.0006028,0.0002247021,0.0004219963,0.001153758,0.000594802],"domain_scores_gemma":[0.9969451,0.0007629683,0.0001279647,0.0003974372,0.0006559166,0.001110557],"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":[0.001146429,0.00436405,0.02858534,0.001319403,0.00206102,0.03270668,0.07614889,0.0007485417,0.1168476,0.2126433,0.416705,0.1067238],"study_design_scores_gemma":[0.01187092,0.001865126,0.005657479,0.0005386401,0.0001023632,0.004477476,0.05840279,0.009290238,0.01579811,0.3550874,0.5353006,0.001608812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.455693,0.0006266815,0.4023314,0.09373153,0.0005740745,0.0003941387,0.00001901987,0.0001771415,0.04645306],"genre_scores_gemma":[0.9828331,0.0006747328,0.004408932,0.0001773235,0.00004802606,1.54e-7,0.000003958378,0.000009837531,0.01184396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5271401,"threshold_uncertainty_score":0.6554202,"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."}}