{"id":"W2895147124","doi":"10.17645/mac.v6i3.1499","title":"Psychopaths Online: The Linguistic Traces of Psychopathy in Email, Text Messaging and Facebook","year":2018,"lang":"en","type":"article","venue":"Media and Communication","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychopathy; Psychology; Interpersonal communication; Distancing; Affect (linguistics); Social psychology; Politeness; Dark triad; Developmental psychology; Linguistics; Personality; Communication; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003577738,0.000253201,0.0001684581,0.001680603,0.0009355445,0.0009130103,0.0002252834,0.0003749261,0.003683465],"category_scores_gemma":[0.004470602,0.0002272303,0.000115966,0.000701129,0.0007332276,0.0006923691,0.00120491,0.0005881935,0.0003601158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405039,"about_ca_system_score_gemma":0.0002835423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415195,"about_ca_topic_score_gemma":0.002767918,"domain_scores_codex":[0.9995658,0.0001421724,0.00004035199,0.00005671558,0.0001243517,0.00007051627],"domain_scores_gemma":[0.9974508,0.0005619056,0.001451324,0.0001616939,0.0001906743,0.0001835653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002819807,0.0003119645,0.9172603,0.0001120823,0.00003723297,0.001738456,0.036905,0.00004875334,0.014207,0.0002820762,0.0003500105,0.02846519],"study_design_scores_gemma":[0.000003523407,0.0001640077,0.9757763,0.00003574989,0.00001239534,0.002106472,0.02002929,0.0001018943,0.0008647544,0.0001404797,0.0007542737,0.00001089632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992051,0.00002103299,0.00005981885,0.00002587846,0.000001971265,0.00000737037,0.00003018208,0.000003452937,0.0006451776],"genre_scores_gemma":[0.9990984,0.0000493841,0.0001642022,0.00002467274,0.000003786979,0.00001531515,0.00004843627,0.000003170604,0.0005926212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003683465,"threshold_uncertainty_score":0.01232249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856705499457781,"score_gpt":0.328462964279373,"score_spread":0.2998959092847952,"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."}}