{"id":"W2460334344","doi":"","title":"Clarity, Coherence and Context - Three Priorities for Sustainable Peacebuilding","year":2010,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Denver; University of Ottawa; Carnegie Corporation of New York","keywords":"CLARITY; Peacebuilding; Context (archaeology); Coherence (philosophical gambling strategy); Political science; Sociology; Public administration; Geography; Mathematics; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002066793,0.0002849348,0.0003655716,0.0002801822,0.001694328,0.0007800172,0.0006989724,0.0003453295,0.0005838032],"category_scores_gemma":[0.001823229,0.0002964837,0.0001481354,0.0004226801,0.0006783343,0.001008273,0.0002459681,0.0005849129,0.00004307055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496403,"about_ca_system_score_gemma":0.0003197177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01367851,"about_ca_topic_score_gemma":0.03223745,"domain_scores_codex":[0.9973699,0.0001353855,0.0003885729,0.0005892012,0.0006086463,0.0009082311],"domain_scores_gemma":[0.9978153,0.0007259471,0.0002033186,0.0003312648,0.0005979156,0.0003262191],"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":[0.00008401591,0.0001198457,0.01886521,0.0001880768,0.00006699404,0.00002929228,0.005272727,0.000002547794,0.005058299,0.9154229,0.03617318,0.0187169],"study_design_scores_gemma":[0.001367981,0.000160569,0.02812267,0.0001000747,0.00005091011,0.00001756506,0.006509256,0.000363488,0.0007975879,0.04124817,0.9205094,0.0007523341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459581,0.002218216,0.001689133,0.002315853,0.001072304,0.001391265,0.000115598,0.0002417051,0.0449978],"genre_scores_gemma":[0.9843731,0.0003449464,0.001247304,0.0003324719,0.000983927,0.0001449151,0.00001539311,0.00003447039,0.01252345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8843362,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521626798665486,"score_gpt":0.3103698829675389,"score_spread":0.2851536149808841,"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."}}