{"id":"W4380077191","doi":"10.1163/19426720-02902004","title":"Crucial Technologies for the Protection of Civilians by UN Peace Operations","year":2023,"lang":"en","type":"article","venue":"Global Governance A Review of Multilateralism and International Organizations","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forces College","funders":"","keywords":"Peacekeeping; Democracy; Computer security; International law; Law; Political science; Symbol (formal); Emerging technologies; Computer science; Politics","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":[0.001905776,0.0004568016,0.0001719704,0.002363905,0.00119637,0.003907655,0.0005093939,0.0011996,0.005946679],"category_scores_gemma":[0.002166615,0.0001185126,0.0002051434,0.002426968,0.002241766,0.003853818,0.001675199,0.001243376,0.0009934689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822814,"about_ca_system_score_gemma":0.00278798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222634,"about_ca_topic_score_gemma":0.002667648,"domain_scores_codex":[0.9979628,0.0009183002,0.0001229943,0.0001107944,0.0007043334,0.0001807971],"domain_scores_gemma":[0.9985852,0.0006298901,0.000290577,0.0001042939,0.0003076313,0.00008243399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004395135,0.0000790355,0.001720291,0.004134429,0.00002196992,0.0005860747,0.002157832,0.001090233,0.003522747,0.3907747,0.02834475,0.5675239],"study_design_scores_gemma":[0.000003348676,0.00005676851,0.002193159,0.006391972,0.00002035522,0.0004648405,0.004657662,0.0003905093,0.003475762,0.03711589,0.9452118,0.00001801743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01517209,0.5653868,0.01874489,0.03090315,0.001567858,0.000132957,0.0001908118,0.0001089082,0.3677925],"genre_scores_gemma":[0.3792115,0.5632957,0.01752267,0.004683809,0.001021843,0.0001603096,0.0002406174,0.0000542624,0.03380935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005946679,"threshold_uncertainty_score":0.01989359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639351068141971,"score_gpt":0.3220571538511066,"score_spread":0.3056636431696869,"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."}}