{"id":"W3154605448","doi":"10.1089/vim.2021.0056","title":"Virus, Vaccines, and Variants","year":2021,"lang":"en","type":"editorial","venue":"Viral Immunology","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Library science; Virology; Virus; Biology; Computer science","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":[0.0112856,0.004557171,0.004852501,0.003550363,0.003387556,0.009405181,0.004623096,0.02191572,0.01027418],"category_scores_gemma":[0.02696753,0.001735853,0.003014468,0.001588954,0.003878674,0.00653519,0.002819827,0.03129366,0.008460638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005001036,"about_ca_system_score_gemma":0.003744937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523534,"about_ca_topic_score_gemma":0.009038203,"domain_scores_codex":[0.9928218,0.001994961,0.0008147734,0.0007237073,0.003184923,0.0004599049],"domain_scores_gemma":[0.9806477,0.01019527,0.001135206,0.0006245321,0.004556296,0.002840932],"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":[0.00005169949,0.00001098776,0.00001938783,0.0001793771,0.00002013846,0.00006675358,0.000008373264,0.00002202164,0.00003398791,0.000557104,0.9936528,0.00537725],"study_design_scores_gemma":[0.00009775487,0.00003399818,0.0001940189,0.000415371,0.00006046846,0.0001697249,0.00003613645,0.0001547324,0.00005866526,0.001952339,0.9968075,0.00001936557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001601813,0.01251685,0.00006817849,0.02761594,0.958876,0.000009549467,0.00002107769,0.00002224039,0.0008540667],"genre_scores_gemma":[0.0002643483,0.007029118,0.00006840602,0.02413261,0.9621632,0.00001815162,0.00001818488,0.00001739912,0.006288599],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02191572,"threshold_uncertainty_score":0.05968469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007459940542473825,"score_gpt":0.273207123430552,"score_spread":0.2657471828880781,"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."}}