{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004144702,0.0009897518,0.0006967105,0.002227149,0.001593858,0.005804087,0.002087956,0.002471975,0.005947493],"category_scores_gemma":[0.006494383,0.0005188845,0.002737045,0.001726922,0.004489186,0.005795329,0.003264945,0.002343547,0.00144586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003004154,"about_ca_system_score_gemma":0.004482889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004865579,"about_ca_topic_score_gemma":0.003902053,"domain_scores_codex":[0.996384,0.001391043,0.0004086972,0.000754485,0.0008129398,0.0002487981],"domain_scores_gemma":[0.9971745,0.001422807,0.0002944398,0.0005251971,0.0004567402,0.0001263741],"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":[0.000004961873,0.00001384229,0.0001357366,0.00005777462,0.00001317461,0.00004742174,0.000118092,0.03320298,0.0003319874,0.9604421,0.0003882791,0.005243722],"study_design_scores_gemma":[0.00002419103,0.00004916551,0.0001202043,0.0001007639,0.00002712079,0.0001072306,0.000161713,0.1694667,0.0006577833,0.8081486,0.02111039,0.00002620813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003282775,0.0001109159,0.9886669,0.000627307,0.00002789567,0.0001165525,0.00009310695,0.0001239381,0.006950712],"genre_scores_gemma":[0.0772715,0.0003711246,0.9175709,0.0001749344,0.00005449788,0.0004946811,0.0004020371,0.00006685312,0.003593442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005947493,"threshold_uncertainty_score":0.02191955,"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."}}