{"id":"W7009752234","doi":"","title":"From Familiarity to Vulnerability: The Role of Social Distance and Information Processing in Spear Phishing","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Phishing; Deception; Construct (python library); Information processing; Information sensitivity; Information security; Social media; Social distance","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":[0.002315531,0.0002909531,0.0003477603,0.001309952,0.001333257,0.003684016,0.0003528133,0.000796883,0.004415793],"category_scores_gemma":[0.02604659,0.0002818169,0.0003307298,0.001134105,0.002394015,0.004322192,0.002693457,0.001477785,0.0004250748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008462382,"about_ca_system_score_gemma":0.00100285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538626,"about_ca_topic_score_gemma":0.003672656,"domain_scores_codex":[0.9976769,0.001310467,0.0001133489,0.0002919046,0.000338528,0.0002689148],"domain_scores_gemma":[0.9561104,0.02757105,0.009464575,0.001700714,0.002125167,0.003028149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003576173,0.0006973189,0.8867953,0.0001750887,0.0001734088,0.0004418604,0.06146991,0.0004646913,0.001090212,0.007254313,0.0005575057,0.0405227],"study_design_scores_gemma":[0.00002047183,0.0004942932,0.9447842,0.0001037185,0.0001111544,0.0005114097,0.04206397,0.001851157,0.0004049,0.007453003,0.002156952,0.00004470494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902817,0.0002490736,0.0008390623,0.0007389815,0.000006775159,0.00002156978,0.00004075751,0.000006586861,0.007815553],"genre_scores_gemma":[0.9992759,0.000139448,0.0002187816,0.00005614267,0.000008055325,0.000009496364,0.00001668028,0.000003161022,0.0002723004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004415793,"threshold_uncertainty_score":0.01477224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005695451363495115,"score_gpt":0.2331451016338518,"score_spread":0.2274496502703567,"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."}}