{"id":"W3049574744","doi":"10.1177/1948550620949730","title":"The Location of Maximum Emotion in Deceptive and Truthful Texts","year":2020,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Deception; Psychology; Sentence; Social psychology; Valence (chemistry); Affect (linguistics); Lying; Cognitive psychology; Linguistics; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008840225,0.0002692824,0.000589914,0.001917537,0.0004407814,0.002233269,0.0004227831,0.0007076636,0.004617074],"category_scores_gemma":[0.09923577,0.0003326198,0.0008677094,0.001608924,0.001361275,0.003249498,0.001450048,0.001311216,0.0004310205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003571897,"about_ca_system_score_gemma":0.0001905886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003843086,"about_ca_topic_score_gemma":0.0005004365,"domain_scores_codex":[0.9930918,0.003932294,0.0007865061,0.00126231,0.0007195421,0.0002074417],"domain_scores_gemma":[0.7866877,0.1766123,0.02644204,0.005473476,0.003900326,0.0008841003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01036226,0.0004090228,0.7095197,0.01219746,0.007502186,0.00070759,0.03653955,0.0009015644,0.009832575,0.006339838,0.002296937,0.2033913],"study_design_scores_gemma":[0.0001640243,0.0005793379,0.9680501,0.002199133,0.002788606,0.0008220282,0.005027961,0.001400881,0.003768282,0.0115249,0.003581539,0.00009312344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630548,0.02153934,0.005549706,0.001226895,0.0001315356,0.00005834168,0.001144589,0.00003994277,0.007254835],"genre_scores_gemma":[0.9969388,0.001533278,0.0008039051,0.0001469608,0.00008515379,0.0000274069,0.0002846918,0.00002799061,0.0001518048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008840225,"threshold_uncertainty_score":0.0467521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07550118993219969,"score_gpt":0.3783586994651405,"score_spread":0.3028575095329408,"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."}}