{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002442714,0.00005649836,0.0001516174,0.000150605,0.0002158663,0.0004632702,0.0003695307,0.00006897627,1.127298e-7],"category_scores_gemma":[0.0008369711,0.00003776653,0.0000599897,0.0005536608,0.000009276078,0.004814372,0.00006319518,0.0001567944,7.831355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647079,"about_ca_system_score_gemma":0.00009506314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415633,"about_ca_topic_score_gemma":0.00002041911,"domain_scores_codex":[0.9986458,0.0001152117,0.0007320589,0.00003838892,0.0003822269,0.00008632432],"domain_scores_gemma":[0.9978324,0.0001767084,0.001333047,0.0001046768,0.0005374546,0.00001571555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003824444,0.0001045766,0.1847178,0.0007533324,0.0002020918,7.732512e-8,0.26606,0.0278065,0.00103681,0.2156357,0.005896614,0.2974041],"study_design_scores_gemma":[0.002013524,0.00009021159,0.367881,0.0006010102,0.00005920394,0.000004091189,0.01486467,0.272998,0.001703424,0.02085399,0.3186836,0.0002472465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3985918,0.000273567,0.5833672,0.008455168,0.003523555,0.001266544,0.00006032998,0.00003994577,0.004421853],"genre_scores_gemma":[0.9993996,0.000002502427,0.0003006113,0.0001864103,0.00007870506,0.000008847421,0.000001561006,0.000001062082,0.00002068488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6008078,"threshold_uncertainty_score":0.4467325,"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."}}