{"id":"W93224078","doi":"","title":"Transactions on Computational Science IV: Special Issue on Security in Computing","year":2009,"lang":"en","type":"book","venue":"Springer eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Computer security","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004627685,0.0004131106,0.0003769504,0.001086582,0.0003995066,0.0004924922,0.0007320261,0.0002119962,0.000680252],"category_scores_gemma":[0.00003044152,0.0004266524,0.0001145044,0.0002777298,0.0003364362,0.0003609534,0.00007383573,0.0008143714,0.001309594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699246,"about_ca_system_score_gemma":0.0002614889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007617616,"about_ca_topic_score_gemma":0.0001275886,"domain_scores_codex":[0.9974419,0.000007349494,0.0004496448,0.0007786278,0.0008480505,0.0004744002],"domain_scores_gemma":[0.9990491,0.00007068364,0.0002713065,0.000379516,0.0002041919,0.00002519869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002189723,0.0004450464,0.00008086367,0.0005234775,0.00004061128,0.0001475636,0.000399485,0.01198183,0.00001922481,0.1779067,0.04040674,0.7678295],"study_design_scores_gemma":[0.0004096933,0.00003460086,0.001440206,0.001212419,0.00004119281,0.000003925118,0.00002233723,0.008482934,0.00008482605,0.04860752,0.9388121,0.0008482458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009944055,0.00001215146,0.001291862,0.0001733037,0.001504558,0.0003960309,0.00001292424,0.0001292553,0.9954855],"genre_scores_gemma":[0.5179188,0.00001266388,0.001125823,0.01211779,0.07419454,0.000030575,0.0002830304,0.0002648075,0.394052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8984054,"threshold_uncertainty_score":0.9998185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569552219772307,"score_gpt":0.2773631342390055,"score_spread":0.2416676120412825,"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."}}