{"id":"W2278287528","doi":"10.1080/21505594.2015.1117920","title":"Virulence profile: Nathalie Pujol","year":2015,"lang":"en","type":"article","venue":"Virulence","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Biology; Cochlea; Virulence; Stereocilia (inner ear); Inner ear; Beauty; Anatomy; Hair cell; Genetics; Aesthetics","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":[0.002272235,0.0009988168,0.0007452555,0.002510102,0.001783575,0.003535915,0.0006794083,0.001889764,0.03843146],"category_scores_gemma":[0.01394175,0.0002244121,0.0002822404,0.0009281513,0.0008487777,0.00267121,0.002790384,0.003246493,0.02138797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943573,"about_ca_system_score_gemma":0.002358793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003467033,"about_ca_topic_score_gemma":0.004421664,"domain_scores_codex":[0.9987127,0.0002033712,0.00005605583,0.000198057,0.0006680876,0.0001617031],"domain_scores_gemma":[0.9908799,0.001422857,0.000457391,0.0002068835,0.00470884,0.002324139],"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":[0.000008505451,0.000006972865,0.0002947276,0.00006001309,0.00000114597,0.00005795367,0.0001963348,0.00002259758,0.000140892,0.001511181,0.9810637,0.01663597],"study_design_scores_gemma":[0.000002336428,0.00001044335,0.0007532458,0.0002680451,0.000002981684,0.0003826576,0.0006405642,0.00006544746,0.0001962996,0.0006304753,0.9970387,0.000008887431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002971392,0.02767358,0.003025542,0.7413071,0.1604271,0.0001044541,0.0008095831,0.000487393,0.06319392],"genre_scores_gemma":[0.04498171,0.05748264,0.002083647,0.1038981,0.1286799,0.0002266988,0.001007376,0.001031658,0.6606082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03843146,"threshold_uncertainty_score":0.1285661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06043738317925713,"score_gpt":0.2350520213768422,"score_spread":0.1746146381975851,"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."}}