{"id":"W2129025601","doi":"10.5334/sta.cv","title":"Technology for Peacebuilding1","year":2013,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peacebuilding; Empowerment; Accountability; Emerging technologies; Public relations; The Internet; Political science; Bridging (networking); Business; Knowledge management; Sociology; Computer science; Computer security; World Wide Web; Public administration","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":[],"consensus_categories":[],"category_scores_codex":[0.0006238972,0.00004834986,0.00008571128,0.0001216764,0.0001366666,0.00009792117,0.0002877737,0.00003988318,0.0002223207],"category_scores_gemma":[0.0002230303,0.00004085083,0.0000274247,0.00005975908,0.0001940137,0.0003107872,0.0000685301,0.00006725763,0.000005753123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000812333,"about_ca_system_score_gemma":0.000149455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003028576,"about_ca_topic_score_gemma":0.0001035106,"domain_scores_codex":[0.9992079,0.00002372211,0.0002484497,0.00008270291,0.000316642,0.0001206319],"domain_scores_gemma":[0.999158,0.00006587545,0.0001266931,0.00003551095,0.0005524064,0.0000614961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001840261,0.000765097,0.1469382,0.0001072981,0.0004169455,0.00001101818,0.3560161,0.000005202899,0.0006761319,0.07051943,0.004205747,0.4201548],"study_design_scores_gemma":[0.001321206,0.0001375621,0.0172066,0.0001011347,0.00001435782,0.00001039973,0.2263451,0.0000341057,0.001982355,0.09643775,0.656118,0.0002913886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863665,0.0001483505,0.00118676,0.008242529,0.0005401134,0.0002038087,0.000001270972,0.00001116254,0.003299564],"genre_scores_gemma":[0.9947551,0.0001014789,0.004889661,0.00008409451,0.00009623535,0.000009909559,7.049298e-7,0.000001819236,0.00006093679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6519123,"threshold_uncertainty_score":0.2434255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033531085526944,"score_gpt":0.3051285747450256,"score_spread":0.2847932638897562,"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."}}