{"id":"W2757286885","doi":"10.2495/sdp-v13-n3-469-481","title":"Effects of climate change on water availability for the Usumacinta river environmetal flow (Mexico)","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Environmental science; Climate change; Environmental flow; Hydrology (agriculture); Stream flow; Flow (mathematics); Streamflow; Water resource management; Climatology; Geography; Geology; Oceanography; Drainage basin; Geotechnical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919467,0.0001626832,0.0001449713,0.0006300065,0.0003694348,0.0005270475,0.0001705816,0.0001906037,0.001967601],"category_scores_gemma":[0.0005913599,0.00006389455,0.0002455408,0.0009879966,0.0001505756,0.0002469137,0.0004169013,0.0002464071,0.00006883419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001070889,"about_ca_system_score_gemma":0.0005761555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1818802,"about_ca_topic_score_gemma":0.2609266,"domain_scores_codex":[0.999904,0.0000181099,0.00000601912,0.00002616273,0.00001646378,0.00002925895],"domain_scores_gemma":[0.9997873,0.00005116923,0.00007822738,0.000009340631,0.00005221847,0.00002185968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001933313,0.0001025456,0.9806101,0.0001011049,0.0001289997,0.0003703452,0.0005311409,0.001863728,0.001618333,0.0002882343,0.00234624,0.01184578],"study_design_scores_gemma":[0.000005500837,0.0000203207,0.9976099,0.000007291972,0.00002699794,0.00002103241,0.0002756746,0.0006829415,0.00009690138,0.00002433833,0.001225455,0.000003819982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951882,0.0002342537,0.0001007959,0.0002435121,0.00001052847,0.0000141187,0.00248301,0.00001591258,0.00170961],"genre_scores_gemma":[0.9971215,0.0002493749,0.0001895061,0.00002282001,0.000009044934,0.00002714744,0.001662341,0.000004662424,0.0007135296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1818802,"threshold_uncertainty_score":0.361643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843303291290889,"score_gpt":0.2486434527851104,"score_spread":0.2302104198722015,"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."}}