{"id":"W4406563195","doi":"10.1016/j.bjorlp.2019.11.002","title":"10.1016/j.bjorlp.2019.11.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vocal fold paralysis; Fold (higher-order function); Paralysis; Medicine; Audiology; Surgery; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006351452,0.001156047,0.0007308024,0.001623635,0.001208304,0.002205482,0.001224439,0.003936196,0.9617494],"category_scores_gemma":[0.00156397,0.0005117921,0.0006893182,0.0009046824,0.0007486267,0.002455527,0.001534118,0.001600062,0.9611499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007580865,"about_ca_system_score_gemma":0.0008970363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662682,"about_ca_topic_score_gemma":0.003816183,"domain_scores_codex":[0.9997228,0.0000212384,0.00002535166,0.00005676475,0.00007193373,0.0001018274],"domain_scores_gemma":[0.9988066,0.0002239903,0.00009516453,0.00006281612,0.0001936902,0.0006177903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002773238,0.0002776592,0.00255091,0.000426119,0.00002341173,0.0004618412,0.00005618683,0.0001909746,0.0005433134,0.002538923,0.4553314,0.537322],"study_design_scores_gemma":[0.00006021258,0.00009312486,0.002827198,0.0006816647,0.00002107569,0.002338295,0.0001340052,0.0001878381,0.0003025215,0.001655072,0.9916761,0.00002278635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001502922,0.003492693,0.0006732573,0.003129217,0.001390451,0.00005913141,0.001671163,0.0008656849,0.9872155],"genre_scores_gemma":[0.002977824,0.001142222,0.0006830281,0.0009587733,0.0003496517,0.00004022477,0.0009956476,0.0001988522,0.9926537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03825063,"threshold_uncertainty_score":0.05455989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005644276990961343,"score_gpt":0.1943184640968818,"score_spread":0.1886741871059204,"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."}}