{"id":"W4416564134","doi":"10.62656/sijss.v23i6s.2254","title":"Water Crisis by Design: Unpacking India’s Political Economy of Water Crisis Through the Marxist Framework of Environmental Justice","year":2025,"lang":"","type":"article","venue":"South India Journal of Social Sciences","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Constitution; Water scarcity; Population; Environmental justice; Politics; Scarcity; Meaning (existential); Environmental crisis","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":[0.003106426,0.0003084927,0.0002729186,0.001436353,0.007730294,0.0129,0.0009406902,0.003185583,0.002536757],"category_scores_gemma":[0.003626455,0.0002486686,0.0004418485,0.002168424,0.05503179,0.006633957,0.006798423,0.004991422,0.0003055292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01222545,"about_ca_system_score_gemma":0.009153624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142031,"about_ca_topic_score_gemma":0.01628086,"domain_scores_codex":[0.9962916,0.00186411,0.00006573878,0.0002129477,0.0005354266,0.001030156],"domain_scores_gemma":[0.9977703,0.001274121,0.0002929792,0.0002548911,0.0002004997,0.0002072527],"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":[0.000002439106,0.000002686463,0.00007304711,0.000007130202,7.909485e-7,0.0000294121,0.002610934,0.0001420837,0.00001970371,0.9957145,0.0006542262,0.0007429165],"study_design_scores_gemma":[0.00001155287,0.00001415393,0.0006620655,0.00007774046,0.000007030137,0.00006658155,0.007569954,0.0007863553,0.0001464214,0.9058591,0.08477884,0.00002016602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06442509,0.004017854,0.01523824,0.1095047,0.0005248997,0.00005851685,0.00008821745,0.00008009563,0.8060623],"genre_scores_gemma":[0.979773,0.001428749,0.001443169,0.004439911,0.0002569019,0.0000664438,0.00001588625,0.00003012206,0.01254577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0142031,"threshold_uncertainty_score":0.08870226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320995961770166,"score_gpt":0.3088085487073449,"score_spread":0.2855985890896433,"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."}}