{"id":"W2990375331","doi":"","title":"Neural correlates of inner speaking, imitating and hearing: an fMRI study","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Neural correlates of consciousness; Audiology; Computer science; Speech recognition; Psychology; Neuroscience; Medicine; Cognition","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00315216,0.0002570172,0.0003727303,0.0002114681,0.0001926543,0.0001847723,0.0005110179,0.0002582778,0.0004593543],"category_scores_gemma":[0.0007497285,0.0002751011,0.00008233283,0.0002682592,0.0001375311,0.0001866208,0.0006197502,0.0005832547,0.0000323028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005532848,"about_ca_system_score_gemma":0.00008539948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883581,"about_ca_topic_score_gemma":0.0009510404,"domain_scores_codex":[0.9936859,0.004473647,0.000636878,0.0006873568,0.0002940198,0.0002222133],"domain_scores_gemma":[0.9954057,0.0008030278,0.0007803434,0.001470143,0.001436075,0.0001047559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003859334,0.001811687,0.8052213,0.0001525281,0.0001835272,0.000003871145,0.1119027,0.0009727663,0.000468241,0.03038824,0.0004322013,0.04842431],"study_design_scores_gemma":[0.001635556,0.000006507634,0.8796932,0.0006159302,0.000107737,0.00001487775,0.008046692,0.1061857,0.0008120261,0.0008366417,0.001443883,0.0006012652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512825,0.0002821719,0.0241171,0.001376232,0.0006276098,0.0006767223,0.00001505896,0.0001432522,0.02147938],"genre_scores_gemma":[0.9910011,0.00003110794,0.003553083,0.00006477031,0.00002413033,0.00003517121,0.0002753392,0.00004683412,0.004968513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052129,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339865479422451,"score_gpt":0.2982050399455435,"score_spread":0.254806385151319,"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."}}