{"id":"W4395467965","doi":"10.3917/cerpsy.165.0076","title":"Les menteurs pathologiques","year":2024,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001014146,0.0005679246,0.0005012444,0.0005243928,0.0002002565,0.000264218,0.0004698678,0.001084356,0.06761028],"category_scores_gemma":[0.00005044368,0.0005771898,0.0005722349,0.0008587259,0.0008862973,0.0002269045,0.00006971328,0.001298501,0.03383895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971144,"about_ca_system_score_gemma":0.00004880911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003265205,"about_ca_topic_score_gemma":0.000103722,"domain_scores_codex":[0.9955807,0.0009454581,0.0008158306,0.001382387,0.0002933217,0.0009822585],"domain_scores_gemma":[0.9981915,0.0002128245,0.0001352916,0.001013076,0.000107362,0.0003399637],"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":[0.00009243436,0.0003213988,0.0005660692,0.0001022579,0.0002227846,0.0003538794,0.0021296,0.000001242014,0.0002125066,0.05398439,0.4384257,0.5035878],"study_design_scores_gemma":[0.0008996801,0.0006735963,0.01639618,0.0003111601,0.000124425,0.001158951,0.001278604,0.00007391768,0.00006405489,0.01375177,0.9647135,0.0005541545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02831231,0.1027629,0.009004376,0.03201769,0.1089919,0.0005156132,0.0001891832,0.001387183,0.7168189],"genre_scores_gemma":[0.4719275,0.005046126,0.0007826009,0.003727005,0.003172262,0.0001440472,0.00005771719,0.0001751048,0.5149676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5262879,"threshold_uncertainty_score":0.9996679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07361378975871313,"score_gpt":0.4363326091361208,"score_spread":0.3627188193774077,"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."}}