{"id":"W7095278925","doi":"","title":"Regulatory Affairs Manager","year":2001,"lang":"en","type":"article","venue":"","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bobbin; Leak; Monte Carlo method; Commission; Quarter (Canadian coin); Leak detection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008479264,0.0007820033,0.0007094507,0.001618899,0.004229187,0.006541335,0.003010857,0.01167658,0.3243618],"category_scores_gemma":[0.02485212,0.0007432349,0.0008747739,0.001052984,0.001020228,0.003289602,0.001786491,0.006467306,0.1714278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002365404,"about_ca_system_score_gemma":0.01368879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006604441,"about_ca_topic_score_gemma":0.008738917,"domain_scores_codex":[0.9906372,0.001337868,0.0005804174,0.00141688,0.004840247,0.001187289],"domain_scores_gemma":[0.9813244,0.00380486,0.0009147637,0.00161482,0.0107531,0.00158802],"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":[0.00004182064,0.00006721693,0.0003751491,0.0001270822,0.000005511932,0.0002687767,0.0001227948,0.0000561081,0.0006434254,0.01380507,0.9289296,0.05555734],"study_design_scores_gemma":[0.000009810461,0.00002168571,0.0003535834,0.00007623476,0.000003909566,0.0001157071,0.00007374573,0.00004795611,0.0001868254,0.0006969662,0.9984072,0.000006286682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001557321,0.002375584,0.00413067,0.05914727,0.008184786,0.001254202,0.0024704,0.002080528,0.9187992],"genre_scores_gemma":[0.009823913,0.001527091,0.003351804,0.05803548,0.002776395,0.0008020877,0.001658279,0.0003788494,0.9216461],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6756382,"threshold_uncertainty_score":0.9637159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204353943368456,"score_gpt":0.2541987242088484,"score_spread":0.2421551847751638,"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."}}