{"id":"W4252871901","doi":"10.1007/978-1-4842-3627-7_23","title":"Final Recommendations","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Order (exchange); Computer security; Process (computing); Risk analysis (engineering); Key (lock); Business; Compliance (psychology); Process management; Computer science; Psychology; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004485744,0.000871839,0.0007051307,0.002500575,0.002289519,0.008330297,0.00358036,0.009361067,0.433369],"category_scores_gemma":[0.02527941,0.000455539,0.001473185,0.002005185,0.001102999,0.008057646,0.003301126,0.006497885,0.2989752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004691667,"about_ca_system_score_gemma":0.01144859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007515071,"about_ca_topic_score_gemma":0.01535639,"domain_scores_codex":[0.9956803,0.0007780925,0.0002971509,0.0004817603,0.00215025,0.0006124755],"domain_scores_gemma":[0.9808891,0.001316804,0.0005832423,0.001244709,0.01296011,0.003006055],"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":[0.000009556902,0.00001385619,0.00005053538,0.0001384145,0.000002261778,0.00002774521,0.00003047021,0.00002668241,0.00003349799,0.00354226,0.9721009,0.02402396],"study_design_scores_gemma":[0.000006360471,0.000006439149,0.00009807865,0.0003739075,0.000003576323,0.00003869869,0.00009310791,0.00001205793,0.00003996601,0.002137006,0.9971853,0.000005482086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006494379,0.01492366,0.004713513,0.2875952,0.1210258,0.000863057,0.008494241,0.001810508,0.5599246],"genre_scores_gemma":[0.003658242,0.01173451,0.007434381,0.09590591,0.01343384,0.0006402999,0.006140095,0.0007621719,0.8602906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.433369,"threshold_uncertainty_score":0.8082304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799270353457188,"score_gpt":0.2595834925456985,"score_spread":0.2115907890111266,"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."}}