{"id":"W4399282961","doi":"10.15760/honors.1477","title":"The Intersectionality of Stuttering and Aging","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; Portland State University","keywords":"Stuttering; Intersectionality; Psychology; Linguistics; Sociology; Gender studies; Developmental psychology; Philosophy","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":[0.003389471,0.0002386937,0.0004508613,0.001961366,0.003726406,0.003846488,0.0003934683,0.0005824674,0.001086635],"category_scores_gemma":[0.00505906,0.0003276205,0.0003691495,0.001245026,0.007901298,0.003666453,0.005597208,0.001143047,0.00009785256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113682,"about_ca_system_score_gemma":0.001662399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757614,"about_ca_topic_score_gemma":0.004913734,"domain_scores_codex":[0.9964893,0.002295738,0.0001916816,0.000215789,0.0005058973,0.000301493],"domain_scores_gemma":[0.9959962,0.002209909,0.0008989296,0.0001937689,0.0003981678,0.0003029679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001838021,0.00006370641,0.1291703,0.0003804452,0.00006572666,0.003344304,0.738434,0.0001696272,0.003047153,0.02242359,0.000353268,0.1023641],"study_design_scores_gemma":[0.000006706022,0.0002944057,0.2768242,0.0006404298,0.0001319336,0.009294533,0.6697801,0.000336875,0.001509596,0.02014216,0.02096098,0.00007801897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752804,0.005996958,0.002057331,0.000962015,0.00003772259,0.00001030732,0.00001422693,0.00001552041,0.01562553],"genre_scores_gemma":[0.9978783,0.001290399,0.0004124375,0.00005075796,0.00001515908,0.00000702337,0.000008786164,0.00000353567,0.0003337012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003846488,"threshold_uncertainty_score":0.0179255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638512521519035,"score_gpt":0.4031561238868627,"score_spread":0.3767709986716723,"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."}}