{"id":"W4392200435","doi":"10.18280/isi.290117","title":"Algorithmic Framework for an Information System Ensuring Sustainable Development and National Security","year":2024,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Cybersecurity and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Sustainable development; Computer security; Business; Political science","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":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00168291,0.0002166921,0.0002036797,0.0006645665,0.0006470789,0.002994352,0.0003583797,0.0001894778,0.000004183396],"category_scores_gemma":[0.0002202369,0.0002168675,0.00005805559,0.0006056732,0.000052393,0.03307907,0.0001501768,0.0001771902,0.0001141957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008241354,"about_ca_system_score_gemma":0.0004226771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425293,"about_ca_topic_score_gemma":0.00000268457,"domain_scores_codex":[0.9978862,0.00004750933,0.0009552182,0.0001643517,0.0005505652,0.0003961469],"domain_scores_gemma":[0.998427,0.0001364687,0.000263412,0.0002292278,0.0008056686,0.0001382274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008491657,0.000005282669,0.00001175617,0.002784202,0.00002708058,8.833792e-7,0.07061329,0.0001716351,0.000001272632,0.8820011,0.0003162227,0.04405876],"study_design_scores_gemma":[0.0004710784,0.0001256631,0.0002821641,0.0007354863,0.00001040648,0.0002179465,0.02511659,0.7280313,0.0007564689,0.05404724,0.1896406,0.0005650525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01646386,0.0001022796,0.9679234,0.0000572646,0.0006954161,0.000865124,0.00003159062,0.0008378309,0.01302324],"genre_scores_gemma":[0.9435667,0.000005925562,0.05563621,0.0001565457,0.0001215012,0.0003084144,0.0001744179,0.000007851701,0.00002247654],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9271028,"threshold_uncertainty_score":0.9980406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575799702867422,"score_gpt":0.2423792895944764,"score_spread":0.2266212925658022,"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."}}