{"id":"W2902327952","doi":"","title":"The influence of expected benefits and perceived costs on the performance of protective behaviours against email phishing threats","year":2018,"lang":"en","type":"dissertation","venue":"Murdoch Research Repository (Murdoch University)","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Phishing; Identity theft; Internet privacy; Psychology; Order (exchange); Qualitative research; Applied psychology; Social psychology; Business; Computer science; The Internet; World Wide Web; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007467888,0.0004941758,0.0005014013,0.0009831463,0.001306918,0.003681339,0.0007025804,0.001235351,0.005434283],"category_scores_gemma":[0.06609044,0.0004070206,0.001148399,0.0006827693,0.00157623,0.001304833,0.001734,0.002112258,0.0004854928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116074,"about_ca_system_score_gemma":0.002501315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008346411,"about_ca_topic_score_gemma":0.01159023,"domain_scores_codex":[0.9903939,0.005799543,0.0004855281,0.0006104348,0.001691685,0.001018803],"domain_scores_gemma":[0.881927,0.09200601,0.01416599,0.002018824,0.004159085,0.005723179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492723,0.003395229,0.9283484,0.0003502567,0.0005025729,0.0006598346,0.02091843,0.001724544,0.001435376,0.002598239,0.0006561742,0.0379183],"study_design_scores_gemma":[0.00003575668,0.0007922905,0.9830655,0.0001576171,0.0001825937,0.0001380105,0.01105682,0.002559844,0.0003466741,0.0006587745,0.000962702,0.00004349913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949862,0.0001561671,0.0002610415,0.000269576,0.00001670875,0.00003437914,0.00003313005,0.000006487919,0.004236289],"genre_scores_gemma":[0.9986258,0.0001246183,0.0004052426,0.00004201819,0.000007282584,0.00003583058,0.00002467932,0.000005354009,0.0007292186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008346411,"threshold_uncertainty_score":0.0394944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215031555535822,"score_gpt":0.2713394061679224,"score_spread":0.2391890906125642,"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."}}