{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001697439,0.0005372711,0.001985454,0.0003550402,0.00005867818,0.00003510579,0.0003169704,0.0004201036,0.995358],"category_scores_gemma":[0.00008184594,0.0004307863,0.0006577031,0.0005063357,0.00004552183,0.00005363694,0.00006943815,0.0005208988,0.9981775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009307555,"about_ca_system_score_gemma":0.0003642329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001899803,"about_ca_topic_score_gemma":2.675042e-7,"domain_scores_codex":[0.9979481,0.00007108552,0.0005647083,0.0005361678,0.0003795108,0.0005004733],"domain_scores_gemma":[0.9985384,0.00008697678,0.000127271,0.0008450727,0.00004163856,0.000360594],"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":[0.00001847142,0.00005842718,2.093169e-9,0.002122826,0.0001042773,0.00002949461,0.00000279859,7.53721e-8,2.146699e-8,1.262452e-7,0.4043161,0.5933474],"study_design_scores_gemma":[0.0003453197,0.0002832387,1.370939e-7,0.006777409,0.001451161,0.0001203704,7.618411e-7,0.00000100991,1.533959e-7,0.000001193743,0.9905875,0.0004317012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.408873e-8,0.4909593,9.585252e-8,0.00008992753,0.000002593086,0.0006439813,0.00002653132,0.0001007165,0.5081769],"genre_scores_gemma":[4.469543e-10,0.3692306,0.00004241772,0.00007259689,0.000309897,0.00005828518,0.0002678369,0.00009137781,0.629927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5929157,"threshold_uncertainty_score":0.9998144,"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."}}