{"id":"W4246647256","doi":"10.1080/09602010244000426","title":"Research Digest","year":2003,"lang":"en","type":"article","venue":"Neuropsychological Rehabilitation","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Neuropsychology; Neuroimaging; Psychology; Rehabilitation; Rest (music); Functional neuroimaging; Neuroscience; Physical medicine and rehabilitation; Medicine; Cognition; Internal 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":["insufficient_payload"],"category_scores_codex":[0.001447648,0.0001228909,0.0001312981,0.0001899032,0.00019223,0.00004390377,0.0001795055,0.00011015,0.003671741],"category_scores_gemma":[0.002897613,0.00009442317,0.00008170106,0.0006207515,0.0003487174,0.00005528876,0.000026738,0.0004522359,0.004607814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286334,"about_ca_system_score_gemma":0.00001648118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319305,"about_ca_topic_score_gemma":0.000001950512,"domain_scores_codex":[0.9962521,0.001829355,0.0002276191,0.0006107063,0.0004704912,0.0006096807],"domain_scores_gemma":[0.9963696,0.002681676,0.00002762386,0.0005736644,0.0001627938,0.0001846316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001143735,0.00545329,0.1994291,0.00002689333,0.00007893523,0.0005097234,0.003080629,0.0000101727,0.00787758,0.6425453,0.04621718,0.09362748],"study_design_scores_gemma":[0.0007212634,0.002709706,0.913124,0.000005501779,0.000002487218,0.00002633335,0.0005569428,5.198374e-7,0.00004493623,0.01268096,0.07003297,0.00009443148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987795,0.00009500988,0.00006265968,0.001163595,0.0004218459,0.0003371576,0.000002087526,0.00008640772,0.2990517],"genre_scores_gemma":[0.9962809,0.000008117498,0.0007324538,0.0002065753,0.00005394089,0.0003075084,0.000003396043,0.00001865885,0.002388421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7136949,"threshold_uncertainty_score":0.9972391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104093469324792,"score_gpt":0.4689518257684362,"score_spread":0.3648583564436443,"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."}}