{"id":"W4410259025","doi":"10.1007/978-3-031-83379-3_14","title":"Peace, Violence and Inequality in a Climate Disrupted World (2022)","year":2025,"lang":"en","type":"book-chapter","venue":"Pioneers in arts, humanities, science, engineering, practice","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Inequality; Political science; Development economics; Economics; Mathematics; Mathematical analysis","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":[0.0004818993,0.0006908404,0.0002955288,0.0008620498,0.002892607,0.003314443,0.0004056068,0.003486228,0.01662891],"category_scores_gemma":[0.0005963763,0.0002346646,0.0003661606,0.001848972,0.00215355,0.003625077,0.001962762,0.003205197,0.002706929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00309559,"about_ca_system_score_gemma":0.002884761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04405556,"about_ca_topic_score_gemma":0.1575294,"domain_scores_codex":[0.999788,0.00006491011,0.000006009623,0.00002267917,0.00005849088,0.00006000835],"domain_scores_gemma":[0.9998658,0.0000461746,0.00001085775,0.000007699407,0.00002718221,0.00004226516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000157873,0.00002380882,0.0003367213,0.00008144671,0.000006998906,0.00006772794,0.00238643,0.0001384524,0.00007161681,0.2078722,0.739262,0.04973695],"study_design_scores_gemma":[0.000004807371,0.00001050062,0.002262507,0.0003691774,0.000003783038,0.00008316027,0.001894166,0.00007161505,0.00005730821,0.04974318,0.9454874,0.00001231124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003798135,0.1834022,0.0009119351,0.08888655,0.02268734,0.00007867574,0.000720027,0.00003606197,0.6994791],"genre_scores_gemma":[0.04719112,0.07369451,0.001267473,0.02726667,0.008936668,0.0002517649,0.0006740213,0.00007735734,0.8406404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04405556,"threshold_uncertainty_score":0.08759826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782060884199065,"score_gpt":0.2853587244888818,"score_spread":0.2575381156468911,"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."}}