{"id":"W2057442881","doi":"10.1016/j.actpsy.2014.02.009","title":"Effects of relative embodiment in lexical and semantic processing of verbs","year":2014,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Verb; Noun; Embodied cognition; Psychology; Meaning (existential); Linguistics; Lexical decision task; Reflexive verb; Cognitive psychology; Computer science; Natural language processing; Artificial intelligence; Modal verb; Cognition","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":[],"consensus_categories":[],"category_scores_codex":[0.0003077716,0.0001078502,0.0002681898,0.00009408319,0.00002231057,0.00000472002,0.00009584759,0.0001408208,0.0001192015],"category_scores_gemma":[0.0001130985,0.00008189926,0.0000408131,0.0001622059,0.0001346885,0.00005982407,0.00002343916,0.000149541,0.00001423334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006733274,"about_ca_system_score_gemma":0.00000460326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002447316,"about_ca_topic_score_gemma":0.000003093656,"domain_scores_codex":[0.9989484,0.0002441685,0.0002594561,0.0002713381,0.0001069592,0.0001696683],"domain_scores_gemma":[0.9993588,0.0002505593,0.0001586333,0.000165676,0.00002979335,0.00003648083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003103727,0.007779296,0.1142663,0.001756513,0.0005186162,0.0001726291,0.06083769,0.000001813532,0.2621591,0.07082324,0.002881884,0.4756992],"study_design_scores_gemma":[0.00286102,0.00115473,0.9707791,0.0002331806,0.00008697421,0.0000193394,0.0006654085,0.00002721728,0.006806157,0.0167939,0.0003720379,0.0002008861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606313,0.0006781589,0.0005100574,0.0001341944,0.0001406358,0.0002192819,0.000001212988,0.00001830027,0.03766682],"genre_scores_gemma":[0.9992451,0.00002493174,0.0003111218,0.0002203266,0.00002911076,0.00002549191,0.000002594671,0.000008219393,0.0001330801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565128,"threshold_uncertainty_score":0.3339755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649218880093765,"score_gpt":0.3082461807261895,"score_spread":0.2917539919252518,"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."}}