{"id":"W2032153619","doi":"10.1016/j.jfludis.2015.01.003","title":"Video self-modeling as a post-treatment fluency recovery strategy for adults","year":2015,"lang":"en","type":"article","venue":"Journal of Fluency Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fluency; Stuttering; Psychology; Perception; Baseline (sea); Multiple baseline design; Audiology; Applied psychology; Developmental psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006023889,0.0003379569,0.0002603656,0.000442447,0.0004558927,0.0002649055,0.0006253669,0.0003822722,0.005822813],"category_scores_gemma":[0.001842869,0.0001005118,0.0002724314,0.00013442,0.000108028,0.0003853997,0.0003433218,0.0005359486,0.00122058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565132,"about_ca_system_score_gemma":0.0005479408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119704,"about_ca_topic_score_gemma":0.008085255,"domain_scores_codex":[0.9998214,0.00005918549,0.00001200436,0.00002914672,0.00004198305,0.00003634131],"domain_scores_gemma":[0.9995479,0.0001476213,0.0000492291,0.00005424018,0.00004611935,0.0001548691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00542537,0.04373275,0.01433216,0.0002133042,0.00009081132,0.0005002914,0.003344662,0.001166646,0.01412757,0.0005606442,0.007764416,0.9087415],"study_design_scores_gemma":[0.01224539,0.08425134,0.6461051,0.0006994756,0.001208908,0.006637003,0.01564302,0.06662363,0.09379284,0.005907584,0.0662173,0.0006685298],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863781,0.0001013982,0.006083694,0.0002216757,0.00006219394,0.0008921666,0.0002327197,0.0005507196,0.005477291],"genre_scores_gemma":[0.979758,0.0001975561,0.01396202,0.00009347399,0.00003299609,0.0007816512,0.0004881173,0.00004940755,0.004636725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005822813,"threshold_uncertainty_score":0.01947922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109724468881895,"score_gpt":0.3607942321800465,"score_spread":0.3196969874912275,"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."}}