{"id":"W2962110861","doi":"10.1044/cicsd_36_f_101","title":"Development of a Prototype Questionnaire to Survey Public Attitudes Toward Stuttering: Reliability of the Second Prototype","year":2009,"lang":"en","type":"article","venue":"Contemporary Issues in Communication Science and Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stuttering; Reliability (semiconductor); Psychology; Questionnaire; Applied psychology; Computer science; Reliability engineering; Engineering; Developmental psychology; Sociology; Social science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002372151,0.00008929287,0.0001612927,0.0001460696,0.0001561748,0.00003363415,0.0007845985,0.00003271817,0.00003066116],"category_scores_gemma":[0.0005520785,0.00006507268,0.00001834149,0.0007634068,0.000585909,0.0002227234,0.0002496867,0.00009769215,0.000003502005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005307525,"about_ca_system_score_gemma":0.0003973941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004942199,"about_ca_topic_score_gemma":0.001078013,"domain_scores_codex":[0.998647,0.0002664792,0.0003534603,0.0002466725,0.0003120127,0.0001744059],"domain_scores_gemma":[0.9986401,0.00008215779,0.000109636,0.0008415408,0.0002591862,0.00006739586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001841347,0.0004875737,0.9695238,0.00004294263,0.000007874618,1.58882e-7,0.01165296,9.184193e-7,0.0003581932,0.000927077,0.00011919,0.01669511],"study_design_scores_gemma":[0.000307048,0.0002801605,0.9937003,0.00008464362,5.342008e-7,2.75964e-7,0.0005948097,0.000004706764,0.0005257878,0.000523653,0.003910892,0.0000671594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886229,0.001049525,0.00003922074,0.005310441,0.00003668021,0.001807512,0.000004047521,0.00001316504,0.003116532],"genre_scores_gemma":[0.9984438,0.00002187306,0.001081847,0.00009375378,0.00000168339,0.0002736174,0.000002764302,0.000003319242,0.0000772742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02417645,"threshold_uncertainty_score":0.2653587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145143964889949,"score_gpt":0.4141330563362381,"score_spread":0.2996186598472432,"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."}}