{"id":"W4313597395","doi":"10.1080/09644016.2022.2156174","title":"The Future of Environmental Peace and Conflict Research","year":2023,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Research Council; Vetenskapsrådet","keywords":"Peacebuilding; Environmental security; Conversation; Environmental research; Sociology; Political science; Politics; Environmental ethics; Discipline; Human security; Environmental resource management; Social science; Political economy; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009985808,0.00008887257,0.00008709342,0.00006501516,0.001290034,0.00007075249,0.0002889934,0.00005725031,0.0001182065],"category_scores_gemma":[0.000009190283,0.00007334659,0.00003977031,0.000105965,0.002456871,0.00006182744,0.0002223633,0.000183138,0.0001943389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164681,"about_ca_system_score_gemma":0.00001525126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001780291,"about_ca_topic_score_gemma":0.00006718986,"domain_scores_codex":[0.998056,0.0002889611,0.0001588074,0.000187071,0.0007536403,0.0005555374],"domain_scores_gemma":[0.9994098,0.0001891069,0.00003202797,0.0002309743,0.000001583324,0.0001365193],"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":[0.00007924538,0.000620266,0.1775102,0.0001244851,0.000325878,0.00009452166,0.2499366,0.00006477413,0.01293958,0.4240298,0.03569495,0.0985797],"study_design_scores_gemma":[0.0001487588,0.0000394552,0.0859221,0.000003382194,0.00000672709,6.811076e-7,0.05062614,0.00001173001,0.0002241291,0.001090512,0.8618532,0.00007318705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858059,0.001267325,0.000001807373,0.004304792,0.000145789,0.0003342847,0.0000768082,0.0000380897,0.00802524],"genre_scores_gemma":[0.983191,0.005037011,0.000018952,0.00006736116,0.0002673332,0.00001226615,0.00001213355,0.00001621848,0.01137774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8261582,"threshold_uncertainty_score":0.9922031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178751486252975,"score_gpt":0.3164117143149498,"score_spread":0.2846241994524201,"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."}}