{"id":"W4300177776","doi":"","title":"Geospatial Technology as a Conflict Prevention and Management Tool in UN Peacekeeping","year":2015,"lang":"en","type":"preprint","venue":"SPIRE (Sciences Po)","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Peacekeeping; Geospatial analysis; Conflict management; Political science; Environmental planning; Geography; Remote sensing; Public administration; Law","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":[0.002248474,0.0005352224,0.0002376407,0.0023718,0.001352452,0.006601019,0.0004671314,0.001402269,0.005137607],"category_scores_gemma":[0.003162625,0.0003188709,0.0002004476,0.004242993,0.003454024,0.005896662,0.002092401,0.001043335,0.0007268708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009543065,"about_ca_system_score_gemma":0.0009167839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533816,"about_ca_topic_score_gemma":0.001259412,"domain_scores_codex":[0.9981406,0.001341481,0.00005967062,0.00009251648,0.0002817045,0.00008406323],"domain_scores_gemma":[0.9981697,0.001417345,0.0001247692,0.0001371157,0.00008338618,0.00006759494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005019865,0.0001255011,0.004908275,0.0004903837,0.00002219629,0.0005990533,0.006221091,0.007057475,0.002019789,0.7751392,0.006838993,0.1965279],"study_design_scores_gemma":[0.0000206963,0.0002003288,0.007516767,0.001873775,0.00004341369,0.001058847,0.02159297,0.01975361,0.005898797,0.479594,0.4623578,0.00008887376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1548365,0.06130758,0.3240003,0.04999303,0.001529369,0.0002931841,0.0004760705,0.0006587292,0.4069052],"genre_scores_gemma":[0.8119962,0.04302008,0.1261592,0.001096527,0.0008802578,0.0001572198,0.0001501734,0.000111024,0.01642934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006601019,"threshold_uncertainty_score":0.01718694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04385858604489153,"score_gpt":0.3741068438522643,"score_spread":0.3302482578073728,"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."}}