{"id":"W2142729424","doi":"10.1145/2523616.2523618","title":"Tolerating business failures in hosted applications","year":2013,"lang":"en","type":"article","venue":"","topic":"Access Control and Trust","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Business logic; Data loss; Audit; Service provider; Computer security; Event (particle physics); Web application; Service (business); World Wide Web; Computer network; Database; Business; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008929308,0.00003365051,0.00005462624,0.00003271987,0.0001928424,0.0001246314,0.0001202419,0.00003367415,0.001122307],"category_scores_gemma":[0.00005233283,0.00002776083,0.000009704312,0.0003539882,0.00004871362,0.0002942854,0.00001663836,0.00003677033,0.0002387379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000153438,"about_ca_system_score_gemma":0.00004159324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.041917,"about_ca_topic_score_gemma":0.01980941,"domain_scores_codex":[0.9995738,0.00002723028,0.00008863343,0.00008420589,0.00009189289,0.0001342426],"domain_scores_gemma":[0.9997329,0.00005331757,0.00002134792,0.00006198726,0.00009578646,0.00003472391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002031489,0.000109502,0.1387282,0.00001043712,0.000008721765,0.000001254631,0.004445077,0.00007188333,0.000631855,0.6038484,0.002998599,0.2491441],"study_design_scores_gemma":[0.0006663089,0.00000656621,0.7490248,0.00001702449,0.000006257535,3.156556e-7,0.01428753,0.001254492,0.00007512717,0.01646646,0.2178596,0.000335484],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543961,0.0001070328,0.009011233,0.0303401,0.0000852817,0.001091227,9.300508e-7,0.000197506,0.8047706],"genre_scores_gemma":[0.9965851,0.00000510667,0.0006126596,0.0002452547,0.0001140297,0.0002200762,0.000001295606,0.000002413808,0.002214107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.842189,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020442066230625,"score_gpt":0.2784504357880943,"score_spread":0.2682460151257881,"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."}}