{"id":"W3194649078","doi":"10.1016/j.bjorlp.2021.06.002","title":"10.1016/j.bjorlp.2021.06.002","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":"Medicine","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":[0.0007484105,0.001326905,0.0008922712,0.001743023,0.001249581,0.00240991,0.00133627,0.004373383,0.9638497],"category_scores_gemma":[0.001546285,0.0005648416,0.0007894475,0.0009706393,0.0007621058,0.002557342,0.001569357,0.001750853,0.9650213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007750564,"about_ca_system_score_gemma":0.001046656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865078,"about_ca_topic_score_gemma":0.003782269,"domain_scores_codex":[0.9996963,0.00002323043,0.0000259865,0.00006640664,0.00007570379,0.0001124505],"domain_scores_gemma":[0.9987146,0.000235239,0.00009455908,0.00006244117,0.0002113262,0.0006818927],"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":[0.0003000111,0.0002974909,0.002057048,0.0004727049,0.00002524773,0.0003662865,0.00004812022,0.000227377,0.0005226514,0.002224176,0.4552446,0.5382142],"study_design_scores_gemma":[0.00006702024,0.0001064196,0.002386584,0.0006571013,0.00002117907,0.001708673,0.0001184059,0.0001995565,0.0002594504,0.001381022,0.9930716,0.00002289964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001354998,0.003460479,0.0006118453,0.003020932,0.001391271,0.00006794195,0.001846826,0.0007484004,0.9874973],"genre_scores_gemma":[0.002393584,0.001109554,0.0006336207,0.0009575228,0.0003341036,0.00004671106,0.00106043,0.000181767,0.9932826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03615028,"threshold_uncertainty_score":0.05156398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0060595152749757,"score_gpt":0.1953917596647123,"score_spread":0.1893322443897366,"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."}}