{"id":"W2003095983","doi":"10.1177/1948550609360261","title":"Not Pollyannas","year":2010,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Trustworthiness; Social psychology; Variety (cybernetics); Job interview; Context (archaeology); Empirical research; Job performance; Job satisfaction; Epistemology; Artificial intelligence","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":[0.002460924,0.0002593365,0.000343626,0.0004934032,0.003117657,0.0038828,0.0004329174,0.0008649622,0.0188709],"category_scores_gemma":[0.01758224,0.0002804216,0.0001935131,0.000507312,0.002416487,0.003764705,0.002612746,0.002250541,0.005882095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008982992,"about_ca_system_score_gemma":0.0009058685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208973,"about_ca_topic_score_gemma":0.004889583,"domain_scores_codex":[0.996997,0.001103466,0.0002042921,0.0006518249,0.0006392019,0.000404297],"domain_scores_gemma":[0.994445,0.001397903,0.001501436,0.0008919422,0.0009944885,0.0007692489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006700397,0.0002361052,0.1368728,0.0007646156,0.0001939268,0.004156784,0.1495609,0.0002575878,0.009137137,0.3160928,0.08447417,0.2975833],"study_design_scores_gemma":[0.00003177312,0.0002015767,0.04732861,0.0003978135,0.00006873303,0.004083315,0.06835325,0.0006578187,0.003271066,0.03856324,0.8369395,0.0001031911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4958594,0.003736021,0.01292611,0.02415387,0.003424062,0.0001606269,0.0003928708,0.0002005348,0.4591465],"genre_scores_gemma":[0.9004802,0.0007682902,0.001900689,0.003929797,0.0001826852,0.00006286592,0.0001623688,0.00006951419,0.09244354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188709,"threshold_uncertainty_score":0.06312943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08227821318959301,"score_gpt":0.4236223875390534,"score_spread":0.3413441743494604,"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."}}