{"id":"W4241995112","doi":"10.1007/978-3-319-32845-4","title":"Imagining Industan","year":2016,"lang":"en","type":"book","venue":"Water security in a new world","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Indus; Dozen; Water resource management; Structural basin; Geography; Geology; Environmental science; Geomorphology; Mathematics","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":[0.001004385,0.0009859186,0.0003134694,0.001120029,0.003896993,0.007663971,0.0006777689,0.002567652,0.02125864],"category_scores_gemma":[0.001124298,0.0003011884,0.0003541606,0.000854105,0.01116457,0.009595639,0.003428975,0.004845237,0.005833343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0039642,"about_ca_system_score_gemma":0.002709008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00501551,"about_ca_topic_score_gemma":0.01236268,"domain_scores_codex":[0.9993207,0.0002731325,0.00001611267,0.0001229167,0.0001620316,0.0001050921],"domain_scores_gemma":[0.9997126,0.0001051942,0.00001880942,0.0000574927,0.00005564874,0.00005011978],"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":[0.000004870495,0.000008842318,0.00004762125,0.0000194445,0.000001260841,0.00003202709,0.002265334,0.00005296554,0.0000955117,0.9697511,0.0194495,0.008271582],"study_design_scores_gemma":[0.000003863145,0.00000817923,0.0000989092,0.0001202711,0.000002017051,0.00007246641,0.001859596,0.0001154878,0.00009434806,0.2213826,0.7762371,0.00000521407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00143609,0.005230598,0.002059793,0.008510869,0.0008208973,0.000005770234,0.0000129681,0.00002984899,0.9818932],"genre_scores_gemma":[0.09953441,0.007781956,0.002835262,0.005930511,0.0007373833,0.00006357765,0.00005562306,0.000180946,0.8828804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02125864,"threshold_uncertainty_score":0.07111728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915349503505313,"score_gpt":0.2730042916333133,"score_spread":0.2538507965982602,"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."}}