{"id":"W4401301328","doi":"10.1007/978-3-031-29035-0_1","title":"An Integrated Overview of the Water, Energy, Food Nexus in Central and South Asia","year":2024,"lang":"en","type":"book-chapter","venue":"Water security in a new world","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nexus (standard); Water energy; Central asia; Food energy; Geography; Environmental science; Water resource management; Physical geography; Engineering; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002108174,0.0006282602,0.000696584,0.0002512982,0.0000671255,0.00007085082,0.0006549724,0.0002580483,0.0006645693],"category_scores_gemma":[0.000003184378,0.0003191053,0.000169481,0.0001650573,0.0003923255,0.0001879293,0.001289069,0.0006358359,0.00005046339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249282,"about_ca_system_score_gemma":0.0000286716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006485593,"about_ca_topic_score_gemma":0.183789,"domain_scores_codex":[0.9971588,0.00009053344,0.0006792563,0.0008426031,0.0004567645,0.0007720583],"domain_scores_gemma":[0.9990539,0.00001869718,0.00009501854,0.0006473019,0.000009374738,0.0001757047],"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":[0.0003878185,0.000613051,0.007003458,0.0009263775,0.0006725938,0.00047989,0.09018774,0.0008735059,0.002310878,0.8821989,0.006556629,0.007789202],"study_design_scores_gemma":[0.0008028519,0.0002311587,0.0009028282,0.001043935,0.0001132576,0.00001755183,0.0001827648,0.0002744429,0.01059936,0.7770883,0.2078713,0.0008722279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02990919,0.007210859,0.00001679295,0.004821145,0.002031144,0.001241956,0.0006708614,0.0002299067,0.9538682],"genre_scores_gemma":[0.8778213,0.00009794479,0.00001904883,0.000217906,0.00009058737,0.00001549731,0.00006346209,0.00007660639,0.1215976],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8479121,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966813989982158,"score_gpt":0.215133776761146,"score_spread":0.1954656368613244,"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."}}