{"id":"W4312313308","doi":"10.2139/ssrn.4239587","title":"Expansion of Viral Genomes with Viral Protein Genome Linked Copies","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Genome; Biology; Virology; Viral structural protein; Genetics; Computational biology; Viral replication; Virus; Viral entry; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244701,0.0003638369,0.00032099,0.0007349524,0.0003469748,0.0006835763,0.0002972089,0.0005780245,0.005681308],"category_scores_gemma":[0.0007884973,0.0002722864,0.0008482141,0.0005891549,0.0002999662,0.0005093574,0.0009513235,0.001280524,0.00254008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649331,"about_ca_system_score_gemma":0.0003011585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002545859,"about_ca_topic_score_gemma":0.0002721292,"domain_scores_codex":[0.9998015,0.00002834067,0.00001591743,0.00007168149,0.0000526346,0.00002986451],"domain_scores_gemma":[0.9993321,0.0001805528,0.0001486945,0.0001532235,0.00007723572,0.000108159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001947337,0.00005658871,0.002194117,0.00005433988,0.00003656165,0.0002022697,0.00006792311,0.0002813606,0.990764,0.0008227158,0.00009460933,0.005230742],"study_design_scores_gemma":[0.0000910468,0.001074532,0.06245292,0.00003980918,0.0002875904,0.003738075,0.0002352605,0.006806976,0.9057482,0.00240453,0.01707052,0.00005050275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763886,0.0005663925,0.0139345,0.0001036554,0.00007166256,0.0000726205,0.0009416043,0.000344109,0.007576733],"genre_scores_gemma":[0.9812148,0.0001951892,0.009670213,0.0002136814,0.0000500208,0.00005981307,0.003195598,0.0001243687,0.005276344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005681308,"threshold_uncertainty_score":0.01900584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417725278393227,"score_gpt":0.2241517512479138,"score_spread":0.2099744984639816,"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."}}