{"id":"W2902447727","doi":"10.1111/1460-6984.12437","title":"Deciphering the mechanisms of phonological therapy in jargon aphasia","year":2018,"lang":"en","type":"article","venue":"International Journal of Language & Communication Disorders","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Aphasia; Jargon; Psychology; Neuropsychology; Cognitive psychology; Generalization; Speech production; Linguistics; Audiology; Cognition; Medicine; Computer science; Speech recognition; Psychiatry","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":[0.0006338052,0.0003836544,0.0003596106,0.0007247995,0.0002874734,0.0009503926,0.0005511272,0.0007681117,0.001529504],"category_scores_gemma":[0.002529809,0.0002003788,0.0002729009,0.0001813764,0.001564641,0.0008657488,0.0007372501,0.000631306,0.0002507704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614396,"about_ca_system_score_gemma":0.0004914037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003522208,"about_ca_topic_score_gemma":0.0002573137,"domain_scores_codex":[0.9997477,0.00007534293,0.00002951584,0.00004072385,0.00007104364,0.00003561957],"domain_scores_gemma":[0.9990421,0.0004724077,0.0002806386,0.00008885815,0.00006505416,0.00005098992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001718275,0.001663717,0.1596354,0.001755075,0.000165012,0.01708275,0.009597326,0.002451149,0.4793417,0.01899464,0.001202426,0.3063924],"study_design_scores_gemma":[0.000303733,0.006896254,0.6480576,0.0008085001,0.0002972506,0.09035324,0.006786265,0.01901507,0.1746038,0.03960468,0.01313784,0.0001358115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841531,0.00323644,0.006421273,0.0005781442,0.000033832,0.0001165629,0.00004132797,0.0001646782,0.00525461],"genre_scores_gemma":[0.9959384,0.0009699843,0.002360307,0.00006613161,0.00001321985,0.00008421176,0.00002532977,0.000007153099,0.0005352066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529504,"threshold_uncertainty_score":0.005116761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283824712287406,"score_gpt":0.3319003663223201,"score_spread":0.3035178950935795,"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."}}