{"id":"W3000007264","doi":"10.3390/app10020586","title":"The Impact of Virtual Water on Sustainable Development in Gansu Province","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Virtual water; China; Sustainable development; Environmental science; Water use; Economic shortage; Water scarcity; Business; Water resource management; Mathematics; Agricultural economics; Natural resource economics; Environmental engineering; Geography; Economics; Agriculture; Political 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":[0.0005477938,0.000309724,0.0001696427,0.0008591618,0.0003198019,0.0009796461,0.0002922147,0.0001297121,0.00114585],"category_scores_gemma":[0.0009949048,0.0001415102,0.0003700359,0.00115125,0.0007084717,0.0005242979,0.001142298,0.0002198649,0.00005465975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381289,"about_ca_system_score_gemma":0.002586622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1292493,"about_ca_topic_score_gemma":0.168813,"domain_scores_codex":[0.9995545,0.000142143,0.00002399365,0.00004478275,0.0001201753,0.0001144541],"domain_scores_gemma":[0.9996031,0.00009051387,0.00008426576,0.00002915645,0.0001227612,0.0000702151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102332,0.00008311806,0.8709877,0.0003019194,0.0001775422,0.002942649,0.001586393,0.03525046,0.006897087,0.007888165,0.001917976,0.07175667],"study_design_scores_gemma":[0.00001560391,0.0001079599,0.9619219,0.00004612121,0.00006167992,0.0001841811,0.002854703,0.02450788,0.001337773,0.001301259,0.007634315,0.00002668357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946293,0.0001240497,0.0002551404,0.0002094514,0.000007351669,0.000007816287,0.0001888499,0.00002209026,0.004555864],"genre_scores_gemma":[0.999194,0.00009730613,0.0001559312,0.00001058665,0.000001811459,0.000003435749,0.00008482603,0.000001981863,0.000450259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1292493,"threshold_uncertainty_score":0.2569941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009873938931786695,"score_gpt":0.2356074701507836,"score_spread":0.2257335312189969,"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."}}