{"id":"W4205408747","doi":"10.2139/ssrn.2459768","title":"Civil Society and Peacebuilding","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Peacebuilding; Civil society; Political science; Public administration; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002558249,0.00007771342,0.00009056967,0.00002426296,0.0008967413,0.0001464502,0.0002035098,0.0001147585,0.00003973593],"category_scores_gemma":[0.0001078488,0.00007399359,0.00009240464,0.0001204354,0.0001813778,0.000234263,0.00003116313,0.002092785,0.000008905514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415047,"about_ca_system_score_gemma":0.001419951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006194563,"about_ca_topic_score_gemma":0.09220663,"domain_scores_codex":[0.9978362,0.00005477274,0.0001109194,0.0001204802,0.0002561616,0.001621472],"domain_scores_gemma":[0.9996369,0.00003772376,0.0000637041,0.00006997945,0.00006190417,0.0001297409],"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":[0.000003725605,0.00001966482,0.00412503,0.000001364573,0.00003491442,0.00000104002,0.005066913,0.000001245974,0.0005967683,0.9801341,0.0008074778,0.009207788],"study_design_scores_gemma":[0.000471462,0.00008294969,0.0007422273,0.000008692181,0.00003112377,0.0001759672,0.04218594,0.0002797535,0.000007065451,0.6696217,0.2861293,0.0002637604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791341,0.001168893,0.0007543711,0.00627694,0.0003942813,0.00006447918,9.091763e-7,0.0000414935,0.01216454],"genre_scores_gemma":[0.9883468,0.009528467,0.0001986415,0.000217853,0.0004737331,7.036954e-7,5.720407e-7,0.000007483711,0.001225703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3105123,"threshold_uncertainty_score":0.9243582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005153236376482515,"score_gpt":0.2631136525473414,"score_spread":0.2579604161708589,"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."}}