{"id":"W7116735418","doi":"10.1080/1068316x.2025.2605675","title":"Becoming informed lie-catchers: classical findings and recent developments in deception detection","year":2025,"lang":"en","type":"article","venue":"Psychology Crime and Law","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Deception; Perspective (graphical); Perception","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02141811,0.0008562249,0.001227546,0.006263147,0.002018831,0.008762779,0.002527143,0.004530625,0.00378545],"category_scores_gemma":[0.06671841,0.0007515928,0.0008922134,0.005719539,0.0144348,0.01535694,0.00341645,0.00581354,0.0007320024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005114035,"about_ca_system_score_gemma":0.007913642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384934,"about_ca_topic_score_gemma":0.00612252,"domain_scores_codex":[0.9888313,0.006135736,0.001149837,0.001632195,0.001864471,0.000386543],"domain_scores_gemma":[0.8768177,0.1104922,0.004416297,0.001839433,0.005648637,0.0007857336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001941256,0.00009152739,0.004528881,0.03216126,0.000204208,0.0009204919,0.02662564,0.0004764752,0.0002736715,0.3200465,0.011589,0.6028882],"study_design_scores_gemma":[0.00003911474,0.0003820874,0.01988543,0.1517397,0.0004681151,0.006990174,0.04832083,0.001347906,0.001562738,0.2558841,0.5131201,0.0002597259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003607584,0.9626325,0.003361406,0.02157013,0.0008799453,0.00003331642,0.00005093192,0.000009137635,0.007854998],"genre_scores_gemma":[0.07370903,0.9137738,0.00341908,0.006408015,0.001682838,0.0001132227,0.00007323998,0.00002092789,0.000799919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02141811,"threshold_uncertainty_score":0.1132711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466402396868802,"score_gpt":0.3807891389577084,"score_spread":0.3361251149890204,"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."}}