{"id":"W4289711331","doi":"10.1101/2022.08.02.501857","title":"Reactive Inhibitory Control Precedes Overt Stuttering Events","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; York University; New York University Abu Dhabi; National Science Foundation","keywords":"Stuttering; Psychology; Anticipation (artificial intelligence); Inhibitory control; Neurocognitive; Audiology; Auditory feedback; Cognition; Developmental psychology; Neuroscience; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003601257,0.0003573055,0.0003208466,0.0006360621,0.0001627802,0.0003935604,0.0001321121,0.0002340285,0.002249738],"category_scores_gemma":[0.004457014,0.000198095,0.0001342747,0.0001938655,0.0003126659,0.0001986693,0.0004653958,0.0003761594,0.0002457539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805366,"about_ca_system_score_gemma":0.0001536343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391363,"about_ca_topic_score_gemma":0.002514715,"domain_scores_codex":[0.9997744,0.00003355221,0.00002322609,0.00005991718,0.00007113354,0.00003779243],"domain_scores_gemma":[0.9969228,0.001510904,0.0008963887,0.0001442458,0.000265699,0.0002598896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005922413,0.0003598221,0.3092711,0.0003048303,0.0001804122,0.001940828,0.002190901,0.0007701521,0.6308512,0.0002599692,0.0003016418,0.04764667],"study_design_scores_gemma":[0.000009578259,0.0003912175,0.9887838,0.00001240364,0.0000255643,0.0004515281,0.0001737548,0.0004278694,0.009474406,0.0001124896,0.0001273235,0.00001007877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982443,0.00009826919,0.0006167327,0.0000119752,0.000004882238,0.00001264787,0.0000676885,0.0000309663,0.0009125721],"genre_scores_gemma":[0.9994544,0.00004080049,0.0001809716,0.00001163565,0.000004663818,0.00001100683,0.00008381022,0.000009215938,0.0002035188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002249738,"threshold_uncertainty_score":0.007526159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083649774494688,"score_gpt":0.2841814482278266,"score_spread":0.2633449504828797,"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."}}