{"id":"W4293321229","doi":"10.1007/978-3-031-06636-8","title":"Disruption, Ideation and Innovation for Defence and Security","year":2022,"lang":"en","type":"book","venue":"Advanced sciences and technologies for security applications","topic":"Cybersecurity and Cyber Warfare Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Ideation; Computer security; Business; Psychology; Political science; Computer science; Cognitive 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":[0.0005203694,0.0007131851,0.0004375552,0.0009326271,0.001240595,0.00662337,0.0007025462,0.00207718,0.0157038],"category_scores_gemma":[0.0008237408,0.0002666896,0.0002304004,0.001775992,0.006008187,0.005865222,0.001202424,0.002494418,0.003910057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246196,"about_ca_system_score_gemma":0.001944733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572443,"about_ca_topic_score_gemma":0.004725013,"domain_scores_codex":[0.9997171,0.00008348376,0.000008880999,0.0000327735,0.0001366254,0.00002115516],"domain_scores_gemma":[0.999634,0.0002484071,0.0000173554,0.00003471164,0.00004093516,0.00002440607],"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":[0.000006798958,0.00001717221,0.00004684374,0.00008543233,0.000002626209,0.0000325233,0.0009328485,0.0002460875,0.0001592416,0.8953738,0.06709304,0.0360036],"study_design_scores_gemma":[0.000005978006,0.00001083411,0.0001836094,0.0001289298,0.000002625432,0.0001078379,0.0005737512,0.0003632044,0.00009272149,0.4542256,0.5442988,0.00000600847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001796843,0.07730065,0.007581976,0.007096822,0.001452591,0.00003530662,0.00006115373,0.00006873928,0.9046059],"genre_scores_gemma":[0.05097321,0.03943915,0.005085144,0.001621908,0.001509083,0.0001217001,0.0001232747,0.00008760411,0.901039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0157038,"threshold_uncertainty_score":0.05253446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237747607644451,"score_gpt":0.3316383405793197,"score_spread":0.3078635798148746,"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."}}