{"id":"W4409320065","doi":"10.52058/2708-7530-2025-3(57)-1061-1071","title":"ЗАРУБІЖНИЙ ДОСВІД ФУНКЦІОНУВАННЯ OSINT У СФЕРІ НАЦІОНАЛЬНОЇ БЕЗПЕКИ: АДМІНІСТРАТИВНО-ПРАВОВИЙ АСПЕКТ","year":2025,"lang":"uk","type":"article","venue":"Наукові перспективи (Naukovì perspektivi)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Défense Nationale; Canadian Armed Forces; Government of the United Kingdom","keywords":"Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002629118,0.0004510092,0.0001624209,0.001172258,0.002805163,0.009438666,0.0004462682,0.001184376,0.01542515],"category_scores_gemma":[0.003842913,0.000313045,0.0002474246,0.001309553,0.006557465,0.00402308,0.003119371,0.002050824,0.002992869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003921458,"about_ca_system_score_gemma":0.004435925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00489377,"about_ca_topic_score_gemma":0.007974777,"domain_scores_codex":[0.9978255,0.0006592553,0.0001096164,0.0002426965,0.0008618974,0.0003009969],"domain_scores_gemma":[0.9984162,0.0005114189,0.0001644562,0.0001625136,0.0005142182,0.0002312775],"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":[0.00007839836,0.00003771314,0.00175537,0.0002195935,0.000007995305,0.0002748769,0.0196238,0.0002947483,0.001472972,0.8893949,0.008264436,0.07857505],"study_design_scores_gemma":[0.00001774561,0.00007649053,0.005644436,0.0004863898,0.00001854596,0.0004177231,0.01864273,0.0003764353,0.003288844,0.1508787,0.8201004,0.00005151926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08180955,0.006604251,0.01603793,0.01630725,0.001023331,0.00009230865,0.0002034315,0.0001228051,0.8777992],"genre_scores_gemma":[0.8384871,0.004498287,0.009427758,0.0008637076,0.0002317034,0.0001203384,0.0001148678,0.0001612714,0.146095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01542515,"threshold_uncertainty_score":0.05160224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005792786185855162,"score_gpt":0.2265794399646566,"score_spread":0.2207866537788014,"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."}}