{"id":"W178373084","doi":"","title":"Semantic Hacking and Intelligence and Security Informatics (Extended Abstract).","year":2003,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Computer science; Hacker; Computer security; Adversary; Data science; Internet privacy; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002186778,0.0004256488,0.0004378009,0.0003021679,0.001102876,0.001086815,0.0002785908,0.0004941315,0.0002674925],"category_scores_gemma":[0.001048116,0.0004742038,0.00008609312,0.0007903432,0.001960362,0.007671387,0.0001106778,0.0005442245,0.0002582808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003748335,"about_ca_system_score_gemma":0.0003311543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168323,"about_ca_topic_score_gemma":0.0006030954,"domain_scores_codex":[0.9966376,0.0002394092,0.001452619,0.0002104679,0.0006117432,0.0008481143],"domain_scores_gemma":[0.9978516,0.0002913397,0.0007437791,0.0002830068,0.0004978969,0.0003324091],"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":[0.00001513406,0.0000527738,0.001180219,0.001889681,0.00006081975,0.000006253906,0.2900885,0.000143165,0.000005219247,0.5392888,0.000165791,0.1671037],"study_design_scores_gemma":[0.000536312,0.0004367482,0.005249375,0.002120484,0.0002174489,0.0005218316,0.2990021,0.02622127,0.002564244,0.5432558,0.1179134,0.001961017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7677189,0.009028598,0.02203775,0.0003972607,0.002847056,0.001258466,0.00006716041,0.0002373286,0.1964076],"genre_scores_gemma":[0.9929867,0.004498926,0.001817282,0.0002601385,0.0001130122,0.0000206465,0.00002140922,0.00001806558,0.0002638231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252679,"threshold_uncertainty_score":0.9999502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252401123996361,"score_gpt":0.2768836423361541,"score_spread":0.251643529936518,"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."}}