{"id":"W2041614071","doi":"10.1007/s00221-008-1416-7","title":"Observation of static gestures influences speech production","year":2008,"lang":"en","type":"article","venue":"Experimental Brain Research","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gesture; Psychology; Speech production; Cognitive psychology; Nonverbal communication; Affect (linguistics); Neuroimaging; Communication; Speech recognition; Neuroscience; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007306913,0.00009045639,0.0001217675,0.0002296797,0.0002710609,0.00001491149,0.0001600079,0.00008346049,0.002007849],"category_scores_gemma":[0.0004275635,0.00008726332,0.00003358978,0.0006980372,0.0003214847,0.0002734469,0.00004044341,0.0001993484,0.0002259956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292577,"about_ca_system_score_gemma":0.00007804932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003630231,"about_ca_topic_score_gemma":0.000007455064,"domain_scores_codex":[0.9980264,0.0004350035,0.0003083134,0.0002975586,0.0006896517,0.0002430982],"domain_scores_gemma":[0.9990584,0.0001952332,0.00009501831,0.0002831306,0.0003097237,0.0000585402],"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":[0.0002875615,0.001169371,0.1084724,0.00003997967,0.00007257285,0.00002499805,0.03723092,0.0001281722,0.6143223,0.009376901,0.222761,0.006113796],"study_design_scores_gemma":[0.00078915,0.0005334223,0.5687264,0.00002787268,0.00000215653,0.00005363165,0.01540754,0.0001836407,0.3909645,0.0003774069,0.02274026,0.0001940077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902326,0.0002607151,0.0001240063,0.002236417,0.000432027,0.0004172723,0.00000236135,0.00005378692,0.006240753],"genre_scores_gemma":[0.9844457,0.00001543794,0.0009790694,0.0002354753,0.0001609231,0.00009138689,0.00003818364,0.00001637944,0.01401744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460254,"threshold_uncertainty_score":0.9989045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2479074256138149,"score_gpt":0.4749291308090323,"score_spread":0.2270217051952174,"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."}}