{"id":"W3133612013","doi":"10.1126/science.abe7821","title":"Deforestation, forestation, and water supply","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Deforestation (computer science); Nexus (standard); Afforestation; Water supply; Natural resource economics; Business; Environmental science; Agroforestry; Water resource management; Economics; Environmental engineering; Computer science","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":[0.003435638,0.0002593281,0.0006306403,0.002125574,0.001419363,0.002906229,0.0003284596,0.0006756748,0.001714586],"category_scores_gemma":[0.007322542,0.0002411054,0.0005003387,0.002866735,0.003176112,0.00297686,0.001472366,0.0008425977,0.00008067831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110743,"about_ca_system_score_gemma":0.005889469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850286,"about_ca_topic_score_gemma":0.115912,"domain_scores_codex":[0.9984757,0.0009837829,0.0001414071,0.0001415973,0.000147793,0.0001096964],"domain_scores_gemma":[0.993389,0.004698213,0.0009718481,0.0002410504,0.0004832411,0.0002165923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108895,0.000171175,0.7525367,0.001135912,0.0006656739,0.0004941503,0.005618226,0.003114958,0.003009252,0.1255198,0.002023247,0.1056001],"study_design_scores_gemma":[0.00002077294,0.0002573404,0.7944425,0.001237401,0.000553181,0.0005322589,0.02328826,0.005455225,0.001524806,0.1409155,0.0316494,0.0001232589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769649,0.05335713,0.02673638,0.01477375,0.0005299897,0.0001674811,0.00105069,0.00006439901,0.02635528],"genre_scores_gemma":[0.9710917,0.01694133,0.008741042,0.0009829139,0.0002264441,0.0000615339,0.0001511133,0.0000139917,0.001789952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02850286,"threshold_uncertainty_score":0.05667388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005560730136777953,"score_gpt":0.2126857324675299,"score_spread":0.2071250023307519,"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."}}