{"id":"W4401381439","doi":"10.1016/b978-0-443-23631-0.00016-9","title":"Water conflicts and sustainable development: concepts, impacts, and management approaches","year":2024,"lang":"en","type":"book-chapter","venue":"Current directions in water scarcity research","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental planning; Sustainable development; Environmental resource management; Business; Environmental science; Political science","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":[0.003325026,0.00230628,0.001315182,0.008016163,0.004268241,0.01302855,0.003048887,0.005065475,0.005799906],"category_scores_gemma":[0.002126173,0.0005869799,0.0009189913,0.01207365,0.02425966,0.0140414,0.008200849,0.005536784,0.0006973948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010252,"about_ca_system_score_gemma":0.007767935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006968391,"about_ca_topic_score_gemma":0.008931136,"domain_scores_codex":[0.9972254,0.001385244,0.000130501,0.0003108589,0.0006927801,0.0002551811],"domain_scores_gemma":[0.9986125,0.0007560885,0.0002188391,0.00006122561,0.0002061764,0.0001451358],"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":[0.00000636391,0.00005570446,0.0004773663,0.000718425,0.00001883345,0.0001362521,0.003403712,0.002077314,0.00007518636,0.9441526,0.007975318,0.04090279],"study_design_scores_gemma":[0.000004660617,0.00002691875,0.0004515939,0.00170224,0.00001390611,0.0001405638,0.008350374,0.001301131,0.0000659286,0.8256432,0.1622728,0.00002672308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008837871,0.4589243,0.07093291,0.07731822,0.002980999,0.0004073989,0.0003108245,0.0001144804,0.3801729],"genre_scores_gemma":[0.4030833,0.5174631,0.04147235,0.008009944,0.003424461,0.001070987,0.0003164677,0.0001049425,0.02505442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01302855,"threshold_uncertainty_score":0.07329929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597770717161628,"score_gpt":0.3805071231592573,"score_spread":0.2207300514430945,"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."}}