{"id":"W4360591564","doi":"10.2139/ssrn.4396182","title":"World Wide Web of Lies: Personality and Online Deception","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cybercrime and Law Enforcement Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Deception; Personality; Psychology; Internet privacy; Social psychology; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908625,0.0001878223,0.0002035529,0.001263738,0.0009582657,0.003817084,0.0004380826,0.001172271,0.007727388],"category_scores_gemma":[0.03092297,0.0002059188,0.0001550975,0.001187378,0.0007691405,0.003747298,0.001216007,0.00174447,0.001078428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190058,"about_ca_system_score_gemma":0.0002935013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869636,"about_ca_topic_score_gemma":0.002933123,"domain_scores_codex":[0.9987442,0.0007064574,0.00009365168,0.00008573733,0.0002564056,0.0001133526],"domain_scores_gemma":[0.9669861,0.01470463,0.01104764,0.002474435,0.0021645,0.00262282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003982973,0.0008333219,0.955418,0.00005155213,0.000124262,0.0005550941,0.006129445,0.0005344288,0.0006194595,0.004140375,0.001388321,0.02980738],"study_design_scores_gemma":[0.00001007663,0.0001647858,0.9776915,0.00005725809,0.00006494754,0.0009681573,0.01006385,0.002388741,0.000382501,0.005683571,0.002489372,0.00003515459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835473,0.0003766167,0.0003278762,0.0009950905,0.00003028266,0.000007825633,0.0001429429,0.000007248553,0.01456479],"genre_scores_gemma":[0.9987687,0.0001109,0.00006049697,0.00005932306,0.00002314054,0.000003298003,0.0000473119,0.000004930595,0.0009218429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007727388,"threshold_uncertainty_score":0.02585065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761062284777592,"score_gpt":0.2689799140559862,"score_spread":0.2513692912082103,"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."}}