{"id":"W4280514134","doi":"10.1063/5.0094771","title":"Coronavirus pleomorphism","year":2022,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs; Government of Canada","keywords":"Prolate spheroid; Oblate spheroid; Physics; Capsid; Thermal diffusivity; Classical mechanics; Virology; Virus; Quantum mechanics; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003006711,0.0003207319,0.0004489819,0.000428775,0.0004311933,0.0008479863,0.0003385225,0.0005149574,0.004848259],"category_scores_gemma":[0.001085169,0.0001988328,0.0005569304,0.0002407009,0.0005158773,0.001011486,0.0008787928,0.0005812828,0.0007468751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617827,"about_ca_system_score_gemma":0.0001473273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002305344,"about_ca_topic_score_gemma":0.0001705095,"domain_scores_codex":[0.9997067,0.00004924401,0.00002061835,0.0001084257,0.0000809885,0.00003399164],"domain_scores_gemma":[0.9998234,0.00004866702,0.00003844467,0.0000474099,0.00002210637,0.00002000596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003870163,0.0001381845,0.01890481,0.001081443,0.000242065,0.003797737,0.001117337,0.0223728,0.3235977,0.4038455,0.01616037,0.208355],"study_design_scores_gemma":[0.0001745325,0.0008307334,0.03787737,0.0002785288,0.0002541226,0.02650493,0.0009848556,0.102758,0.09284764,0.3086806,0.4286962,0.0001124288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.711055,0.01082864,0.1446737,0.002048801,0.0006318056,0.0002637333,0.0006328808,0.0006083155,0.1292572],"genre_scores_gemma":[0.9618627,0.002700728,0.01460225,0.0007069529,0.0001955493,0.0001110615,0.000716165,0.0001244479,0.01898015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004848259,"threshold_uncertainty_score":0.01621908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140473272724212,"score_gpt":0.3728980053366992,"score_spread":0.2814932726094571,"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."}}