{"id":"W2100327989","doi":"10.2139/ssrn.4714862","title":"Security and Privacy in Outsourcing with Customer-Specified Risk Tolerance","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Outsourcing; Business; Computer security; Internet privacy; Information privacy; Computer science; Marketing","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":[0.001950287,0.0002209074,0.0002239765,0.0004649211,0.0002323439,0.0006379939,0.0002175567,0.00005299395,0.000033579],"category_scores_gemma":[0.00003761235,0.0001742866,0.00006194485,0.0005689413,0.00004406684,0.0007782562,0.0001070825,0.001795443,0.00008482381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003175072,"about_ca_system_score_gemma":0.000165997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000500904,"about_ca_topic_score_gemma":0.001489388,"domain_scores_codex":[0.9975933,0.00002758555,0.0002754567,0.0003459615,0.0002864572,0.001471221],"domain_scores_gemma":[0.9996167,0.00004263371,0.000117489,0.0001624142,0.00004139097,0.00001940969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006066815,0.0002675708,0.3981508,0.0007974138,0.0005502382,0.0004537684,0.004340293,0.01163717,0.00007443214,0.4374465,0.001918005,0.1437572],"study_design_scores_gemma":[0.005123485,0.0002227343,0.03673984,0.001396345,0.0004631361,0.0005104691,0.02219312,0.1169527,0.00001984575,0.4137886,0.4006863,0.001903504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731268,0.005122761,0.008559929,0.003254824,0.0003664054,0.000269516,9.933111e-7,0.0001970885,0.009101645],"genre_scores_gemma":[0.9965621,0.001432925,0.00003816307,0.0002288664,0.00112191,0.000007540359,0.000002419329,0.00004124408,0.000564787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3987683,"threshold_uncertainty_score":0.7800404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004937614767216444,"score_gpt":0.1974813290521077,"score_spread":0.1925437142848913,"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."}}