{"id":"W1966815315","doi":"10.1044/1092-4388(2003/017)","title":"Kinematic Analyses of Speech, Orofacial Nonspeech, and Finger Movements in Stuttering and Nonstuttering Adults","year":2003,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institutes of Health; Kent State University","keywords":"Stuttering; Psychology; Audiology; Speech production; Kinematics; Duration (music); Movement (music); Utterance; Communication; Developmental psychology; Speech recognition; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00210764,0.000176713,0.0004823275,0.0009257831,0.0001192558,0.00009566188,0.0001413601,0.00009230834,0.0002156342],"category_scores_gemma":[0.0004083839,0.0001448426,0.00005571594,0.0003692762,0.0002010818,0.0001645844,0.0001885487,0.0006019847,0.000005213811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006816232,"about_ca_system_score_gemma":0.00005318191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588457,"about_ca_topic_score_gemma":0.000148422,"domain_scores_codex":[0.9976621,0.000248519,0.000576477,0.0002929143,0.0006376655,0.0005823286],"domain_scores_gemma":[0.9988675,0.0003819259,0.0001459524,0.0002263082,0.0001581027,0.0002202324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105996,0.000597632,0.5610948,0.001013012,0.0006246828,0.007556976,0.02841504,0.000007922462,0.1343814,0.0001723787,0.0001023851,0.2649738],"study_design_scores_gemma":[0.009143369,0.002333447,0.893729,0.00251303,0.00006063005,0.002058041,0.03439816,0.00008186801,0.05436561,0.0005529916,0.00030546,0.0004584419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946598,0.00318988,0.00001898687,0.0001508279,0.00007340191,0.0002607765,0.000004726845,0.000005868132,0.00163572],"genre_scores_gemma":[0.9966565,0.000537572,0.002373774,0.00002155152,0.0001080798,0.000008244118,7.329859e-7,0.00002082554,0.0002726702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3326342,"threshold_uncertainty_score":0.5906508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159324851465162,"score_gpt":0.4649144746534662,"score_spread":0.34898198950695,"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."}}