{"id":"W4412761752","doi":"10.1002/wwp2.70018","title":"Water Diplomacy in the Cauvery River and Mullaperiyar Dam: A Case Study of Tamil Nadu's Experience With Karnataka and Kerala","year":2025,"lang":"en","type":"article","venue":"World Water Policy","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University","funders":"","keywords":"Tamil; Diplomacy; Geography; Water resource management; Socioeconomics; Political science; Environmental science; Sociology; Art; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316864,0.0007209209,0.0005004401,0.001418361,0.02652394,0.004508804,0.00249665,0.003136192,0.004715517],"category_scores_gemma":[0.003376544,0.000525678,0.0004168464,0.001918408,0.01178926,0.002445832,0.007320207,0.003446772,0.0003293034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007434,"about_ca_system_score_gemma":0.004891485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08368593,"about_ca_topic_score_gemma":0.2125545,"domain_scores_codex":[0.9973379,0.001302915,0.00003618047,0.0001117291,0.0001327009,0.001078614],"domain_scores_gemma":[0.9973618,0.00153478,0.0002153755,0.0001056112,0.0001408526,0.0006416043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005319494,0.0001237298,0.005794814,0.00007012203,0.000009478282,0.01760969,0.9614795,0.0001855219,0.0005499065,0.008249655,0.001164134,0.004710083],"study_design_scores_gemma":[0.000003452603,0.00003796062,0.002932959,0.00003058952,0.000004539569,0.0006533097,0.988519,0.00009755303,0.0001549536,0.0002244577,0.007330624,0.00001060285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911599,0.0001372434,0.0001148595,0.001339801,0.00002207297,0.00002448402,0.00001521061,0.000006152023,0.007180256],"genre_scores_gemma":[0.9976227,0.0001550095,0.00009218082,0.0002158523,0.000007033238,0.00001747431,0.000008823567,0.000008003483,0.001873001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08368593,"threshold_uncertainty_score":0.1663976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377730317092447,"score_gpt":0.3086483531786856,"score_spread":0.2948710500077611,"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."}}