{"id":"W2480129233","doi":"10.24385/lincoln.24325519","title":"A holistic, risk, and futures based approach to deception: technological convergence and emerging patterns of conflict","year":2016,"lang":"en","type":"dissertation","venue":"Lincoln Repository (University of Lincoln)","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Diego; University of Colombo; Univerza v Ljubljani; Universitas Gadjah Mada; Universidade do Porto; Université de Genève; Universidad de Chile; University of Haifa; Macquarie University; University of Ghana; Athens University of Economics and Business; University of Mauritius; Universiti Malaysia Sabah; Universität Wien; Tartu Ülikool; Ege Üniversitesi; Universidad Nacional de San Luis; Chonnam National University; University of Cyprus; University of Capetown; Universitetet i Oslo; Klaipedos Universitetas; McGill University; North Carolina Central University; University of Canterbury; Yarmouk University; Jihočeská Univerzita v Českých Budějovicích; Texas Christian University; Kuwait University; Universidad Nacional de Colombia","keywords":"Deception; Context (archaeology); Interpersonal communication; Psychology; Mindset; Social psychology; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01140845,0.0007937435,0.0006099188,0.006086106,0.005820307,0.01507163,0.002548659,0.00304101,0.005527356],"category_scores_gemma":[0.02067258,0.0005391578,0.0006138377,0.003522317,0.02396636,0.02393143,0.01027867,0.004535367,0.0007210452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006131359,"about_ca_system_score_gemma":0.004623032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188132,"about_ca_topic_score_gemma":0.002631767,"domain_scores_codex":[0.9928231,0.004618568,0.000335778,0.0006446934,0.00111113,0.0004666905],"domain_scores_gemma":[0.9858983,0.008598582,0.002276696,0.001192145,0.001411474,0.0006228631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003832399,0.00003776554,0.008695586,0.0004725163,0.00004688519,0.0008827641,0.251841,0.001914195,0.0005919607,0.6705768,0.001834549,0.06306769],"study_design_scores_gemma":[0.00001023436,0.0000848747,0.01047867,0.001895075,0.0000385234,0.002059558,0.2495044,0.005877853,0.0006095081,0.6449488,0.08440369,0.00008872664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3108316,0.01701842,0.3009222,0.05146053,0.0005377634,0.0004060285,0.0002121283,0.0001999876,0.3184113],"genre_scores_gemma":[0.9762008,0.003623623,0.0149819,0.0007134347,0.000048261,0.000126828,0.00006790365,0.00003825409,0.004198999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01507163,"threshold_uncertainty_score":0.06033438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968716741845325,"score_gpt":0.2768436476298864,"score_spread":0.2571564802114332,"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."}}