{"id":"W2748277628","doi":"10.1016/j.jhg.2007.03.016","title":"","year":2007,"lang":"en","type":"article","venue":"Journal of Historical Geography","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Siltation; Livelihood; Sustainability; Damages; Water resource management; Water scarcity; Scarcity; Spillway; Environmental science; Hydrology (agriculture); Agriculture; Geology; Geography; Sediment; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004005423,0.0002573551,0.0001943011,0.001226519,0.0006680112,0.002367788,0.0003294082,0.0005414181,0.1944436],"category_scores_gemma":[0.00154109,0.0001174267,0.0001332501,0.00125333,0.000778228,0.001371121,0.0006061774,0.0006261954,0.05168948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058581,"about_ca_system_score_gemma":0.001324105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004544657,"about_ca_topic_score_gemma":0.006168997,"domain_scores_codex":[0.9998344,0.00003143335,0.000009868404,0.00003443032,0.00007290478,0.00001682586],"domain_scores_gemma":[0.9994062,0.00007663874,0.00003477347,0.0001255003,0.0002794541,0.00007730047],"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":[0.00003605694,0.00004398832,0.001718784,0.0000934799,0.00001084989,0.00007200868,0.0002678795,0.0005179298,0.0008373752,0.4588988,0.3597317,0.1777712],"study_design_scores_gemma":[0.000003142789,0.000006469436,0.001013217,0.0000385334,0.000004457851,0.00007259857,0.0001520653,0.0002395733,0.0003387149,0.03732927,0.9607986,0.000003282189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005594677,0.004658218,0.0104247,0.01546942,0.003055365,0.00003622026,0.001323126,0.000328483,0.9591098],"genre_scores_gemma":[0.1125545,0.008749573,0.005498791,0.001315957,0.001406369,0.00003788693,0.001578343,0.0001993066,0.8686593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8055564,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004545849676139978,"score_gpt":0.1662947201226245,"score_spread":0.1617488704464845,"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."}}