{"id":"W4401819849","doi":"10.18280/ria.380430","title":"Evaluation of Lie Detection Techniques: Overview","year":2024,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lie detection; Computer science; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01188408,0.001733093,0.001371132,0.005974437,0.0007222566,0.002419891,0.001672688,0.001493086,0.002191423],"category_scores_gemma":[0.04198951,0.000369329,0.001422965,0.002318416,0.0006335162,0.00242901,0.00150267,0.001082034,0.001421059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101468,"about_ca_system_score_gemma":0.001090056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858648,"about_ca_topic_score_gemma":0.001503906,"domain_scores_codex":[0.9852432,0.0051857,0.001626358,0.001289372,0.006236609,0.0004188059],"domain_scores_gemma":[0.9684272,0.01831619,0.002348009,0.001468325,0.008824999,0.0006151234],"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":[0.002375792,0.0005637181,0.01854216,0.005809993,0.001004231,0.0002165263,0.0005457286,0.01113037,0.005891281,0.002707694,0.01180578,0.9394067],"study_design_scores_gemma":[0.0007618605,0.01812145,0.1377919,0.01092822,0.004551983,0.00984287,0.007175364,0.5404416,0.08790198,0.01622999,0.1653711,0.000881696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.2662245,0.2389433,0.4346419,0.002950111,0.0024495,0.004626224,0.004056892,0.006127989,0.03997951],"genre_scores_gemma":[0.6982186,0.04828303,0.2392319,0.0005170761,0.0006493794,0.001234406,0.00531845,0.0004831004,0.006064024],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01188408,"threshold_uncertainty_score":0.06284976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1581024705023238,"score_gpt":0.4245482641210013,"score_spread":0.2664457936186775,"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."}}