{"id":"W4319215681","doi":"10.1016/j.jfludis.2023.105959","title":"Explicit benefits: Motor sequence acquisition and short-term retention in adults who do and do not stutter","year":2023,"lang":"en","type":"article","venue":"Journal of Fluency Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Stuttering; Motor learning; Generalizability theory; Cued speech; Developmental psychology; Facilitation; Motor skill; Audiology; Serial reaction time; Cognitive psychology; Sequence learning; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123535,0.0001306777,0.0002000313,0.0003608766,0.00006568395,0.00006064292,0.0001008509,0.00007421466,0.0001051596],"category_scores_gemma":[0.00003415064,0.0001106568,0.00005868215,0.0002245531,0.00005597786,0.0002523202,0.00004258737,0.0001850644,0.00001923781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005409876,"about_ca_system_score_gemma":0.00001550665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006733906,"about_ca_topic_score_gemma":0.00003137101,"domain_scores_codex":[0.9987895,0.00007405275,0.0003417997,0.0002318075,0.0002643875,0.0002983829],"domain_scores_gemma":[0.9995084,0.00007906272,0.00009603256,0.0001439526,0.00006120426,0.0001112823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001175329,0.0002299153,0.8302307,0.0001066555,0.0001569164,0.0003267777,0.005708093,0.00001663248,0.002655548,0.0006867831,0.0005318404,0.1581748],"study_design_scores_gemma":[0.001726474,0.0007130447,0.9943777,0.000359918,0.00001734222,0.00005687372,0.001314891,0.00002556404,0.00003705589,0.001214519,0.00004752773,0.0001091158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965435,0.001704649,0.00001209658,0.0009604106,0.0001709562,0.0002165633,0.00002285093,0.00001383385,0.0003551297],"genre_scores_gemma":[0.997012,0.002651999,0.00004131888,0.00008040496,0.00005947123,0.00002892639,0.000004542954,0.00001454777,0.0001068466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1641469,"threshold_uncertainty_score":0.4512452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309282986788257,"score_gpt":0.3316287719176148,"score_spread":0.2985359420497322,"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."}}