{"id":"W2610185656","doi":"10.1177/0261927x17706943","title":"The Strategic Manipulation of Linguistic Complexity: A Test of Two Models of Lying","year":2017,"lang":"en","type":"article","venue":"Journal of Language and Social Psychology","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Lying; Deception; Cognitive complexity; Psychology; Cognition; Cognitive psychology; Dialectic; Test (biology); Strategic communication; Computational model; Presentation (obstetrics); Value (mathematics); Strategic interaction; Linguistics; Social psychology; Cognitive science; Computer science; Epistemology; Artificial intelligence; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006617015,0.00009135611,0.0003995328,0.0001212061,0.0001876294,0.00001423993,0.0002686942,0.0001331202,0.0001522734],"category_scores_gemma":[0.00009127628,0.00006969036,0.0001394238,0.00005514946,0.0007818079,0.00005290958,0.00002580699,0.0002302405,0.000002285581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007414578,"about_ca_system_score_gemma":0.00001966658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009221325,"about_ca_topic_score_gemma":0.00008619384,"domain_scores_codex":[0.9987574,0.0001502228,0.0006906058,0.0001131295,0.0001418629,0.0001467442],"domain_scores_gemma":[0.9975631,0.0001824704,0.001687243,0.0002723947,0.0002592786,0.00003554623],"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":[0.003874386,0.00201761,0.02734916,0.000203593,0.001543574,0.0002830786,0.1656973,0.00003269023,0.0705375,0.5879481,0.003491545,0.1370214],"study_design_scores_gemma":[0.0129661,0.003055742,0.5095221,0.0001330262,0.0003777003,0.001113431,0.04463779,0.0004591077,0.0004713919,0.4259135,0.0009342522,0.0004159352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622582,0.0004723826,0.001033364,0.000442809,0.001322095,0.00007241323,0.00001263755,0.000004196222,0.03438186],"genre_scores_gemma":[0.9991205,0.00004686187,0.0002075329,0.0001070483,0.0003305986,0.000001069726,0.000001145216,0.000009542773,0.0001756706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4821729,"threshold_uncertainty_score":0.2880604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183781785716556,"score_gpt":0.4494699223111631,"score_spread":0.265688136594607,"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."}}