{"id":"W4281396889","doi":"10.1162/nol_a_00073","title":"Activation in Right Dorsolateral Prefrontal Cortex Underlies Stuttering Anticipation","year":2022,"lang":"en","type":"article","venue":"Neurobiology of Language","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Deafness and Other Communication Disorders; National Institute of Mental Health; National Institutes of Health","keywords":"Anticipation (artificial intelligence); Stuttering; Dorsolateral prefrontal cortex; Psychology; Cognitive psychology; Prefrontal cortex; Cognition; Supramarginal gyrus; Audiology; Developmental psychology; Neuroscience; Functional magnetic resonance imaging; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009929886,0.00008020407,0.0001362692,0.0001526293,0.00006405027,0.000003979561,0.0001120716,0.00003240492,0.00163308],"category_scores_gemma":[0.000008853088,0.00007478522,0.00003125229,0.00009963742,0.00005159448,0.00003730438,0.00009950518,0.0001644874,0.00001672768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005764387,"about_ca_system_score_gemma":0.00001149183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000718001,"about_ca_topic_score_gemma":0.00007912234,"domain_scores_codex":[0.9991159,0.0002181323,0.0001623473,0.0002084563,0.00007127234,0.0002239242],"domain_scores_gemma":[0.9996647,0.00007907801,0.00006685127,0.0001624879,0.000007230406,0.00001960069],"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":[0.0009034367,0.0009041931,0.2232729,0.00003049855,0.0001354503,0.0002934765,0.02109713,0.0001114276,0.7473376,0.0008918628,0.0002673368,0.004754629],"study_design_scores_gemma":[0.0009727295,0.0006409264,0.9913638,0.000004921316,0.000004997846,0.00001921409,0.001188519,0.0000182547,0.005575424,0.00005397147,0.00008641821,0.00007086048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974691,0.00003594224,0.00002041408,0.0001241379,0.0002914216,0.0001947205,0.00002111931,0.00002710543,0.001816046],"genre_scores_gemma":[0.9992719,0.000001049799,0.00002578397,0.0001000947,0.0000218334,0.00008401617,0.00007388469,0.000009672635,0.0004118188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7680908,"threshold_uncertainty_score":0.9992796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185738909153975,"score_gpt":0.3248613866194963,"score_spread":0.3062874957040987,"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."}}