{"id":"W4406563217","doi":"10.1016/j.bjorlp.2018.01.019","title":"10.1016/j.bjorlp.2018.01.019","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Audiology; Medicine; Physical medicine and rehabilitation","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":[0.0004135226,0.0009226456,0.001209849,0.002169322,0.0003763703,0.001891487,0.001043958,0.002192136,0.3343731],"category_scores_gemma":[0.001335847,0.0002969718,0.00053832,0.002066254,0.0005318644,0.001746444,0.0009285021,0.00170185,0.2952959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684495,"about_ca_system_score_gemma":0.0009696276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656627,"about_ca_topic_score_gemma":0.001919112,"domain_scores_codex":[0.9998319,0.00001777447,0.00002344508,0.00003636676,0.00005683737,0.00003355609],"domain_scores_gemma":[0.999509,0.0001637759,0.0001021673,0.00001979043,0.0001160413,0.00008924643],"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":[0.0001217753,0.0000703508,0.0004713457,0.004967395,0.00006622568,0.0003175648,0.00005172591,0.00011726,0.0005291929,0.001627274,0.150273,0.8413869],"study_design_scores_gemma":[0.00002450679,0.00003903306,0.0009786705,0.004400004,0.00005734135,0.002472418,0.00004800128,0.00003008178,0.0001273813,0.00106652,0.9907416,0.00001448205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0006862847,0.921998,0.0004520298,0.00375457,0.003314579,0.00002223456,0.001171897,0.0002562525,0.06834409],"genre_scores_gemma":[0.00800047,0.8144064,0.001679305,0.003595986,0.00361495,0.00007129541,0.002880595,0.0001236121,0.1656274],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6656269,"threshold_uncertainty_score":0.949436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420976486599831,"score_gpt":0.2648082282033695,"score_spread":0.2405984633373712,"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."}}