{"id":"W4230690017","doi":"10.1007/978-3-030-36368-0","title":"Advances in Data Science, Cyber Security and IT Applications","year":2019,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007080218,0.001448962,0.001067624,0.003352277,0.0006646417,0.00400093,0.000974605,0.000967121,0.0609933],"category_scores_gemma":[0.00175664,0.0004307135,0.0004874576,0.006318677,0.0009152078,0.003890908,0.001575334,0.002842141,0.03308649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024563,"about_ca_system_score_gemma":0.001820418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146435,"about_ca_topic_score_gemma":0.002521241,"domain_scores_codex":[0.9993947,0.00005006123,0.00003281518,0.00009026108,0.0003974818,0.00003475775],"domain_scores_gemma":[0.9989551,0.0004760905,0.00005461172,0.00008897829,0.0002938719,0.0001312107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002009259,0.00005079827,0.0001233731,0.001049106,0.0000157559,0.00005451792,0.00009774725,0.0005389811,0.001477038,0.04929389,0.4812861,0.4659925],"study_design_scores_gemma":[0.000002551184,0.0000140586,0.0001936271,0.0002506505,0.000006221527,0.00009306761,0.00002228592,0.0003843891,0.0001675455,0.01025896,0.9886007,0.000005975314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001295285,0.3766067,0.0221545,0.006464364,0.01462328,0.0000761666,0.0006464894,0.0007897216,0.5773435],"genre_scores_gemma":[0.005499599,0.2176319,0.01649569,0.00254615,0.006691023,0.00008119056,0.0006948386,0.000425612,0.749934],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0609933,"threshold_uncertainty_score":0.2040429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838750736149086,"score_gpt":0.3096564182343692,"score_spread":0.2812689108728784,"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."}}