{"id":"W2101037198","doi":"10.1016/j.jcomdis.2010.04.008","title":"Measuring attitudes toward stuttering: English-to-French translations in Canada and Cameroon","year":2010,"lang":"en","type":"article","venue":"Journal of Communication Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stuttering; Psychology; Linguistics; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003163565,0.0000754266,0.0001364078,0.0001577285,0.00006304817,0.0000267228,0.0003054731,0.00002710064,0.000112995],"category_scores_gemma":[0.0001068666,0.00007008666,0.00002858956,0.0001355773,0.00003776481,0.00008774394,0.00004285608,0.0003791838,0.000002480034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009067061,"about_ca_system_score_gemma":0.0002012732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4578447,"about_ca_topic_score_gemma":0.9456586,"domain_scores_codex":[0.9991765,0.00009531758,0.0003021976,0.00007683267,0.0001874762,0.000161701],"domain_scores_gemma":[0.9992064,0.0001749419,0.0001009724,0.0003127242,0.00009085688,0.0001141291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005240649,0.00019931,0.9251283,0.00001063528,0.0001056166,0.000006781534,0.0115905,0.0001768539,0.0004755871,0.0002296153,0.0004322434,0.06159212],"study_design_scores_gemma":[0.0007779421,0.00006196015,0.992026,0.00002994823,0.000008444281,0.000008778551,0.001161759,0.000009343998,0.0000253408,0.0001721371,0.005648957,0.00006937513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938214,0.0007778815,0.0001029933,0.00297827,0.0002043289,0.0001197332,0.000003542425,0.000005009266,0.001986776],"genre_scores_gemma":[0.998782,0.0001971038,0.0008916926,0.00006096141,0.00001996139,0.00001583332,0.000001683877,0.000008357371,0.00002239373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878139,"threshold_uncertainty_score":0.5457656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153143869946722,"score_gpt":0.3169776850197297,"score_spread":0.2754462463202624,"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."}}