{"id":"W2131059183","doi":"10.1002/wrcr.20249","title":"Toward a formal definition of water scarcity in natural‐human systems","year":2013,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Scarcity; Water scarcity; Natural resource economics; Natural resource; Anthropocentrism; Water resources; Multitude; Economics; Environmental resource management; Ecology; Microeconomics; Political science; Biology; Law","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":[0.006310761,0.0009742461,0.0009567501,0.00267699,0.001967072,0.00478132,0.002667983,0.002076708,0.003904935],"category_scores_gemma":[0.007678036,0.0005538065,0.001301071,0.002577096,0.01487554,0.01095464,0.00463271,0.004152255,0.0005359596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821251,"about_ca_system_score_gemma":0.002820013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376273,"about_ca_topic_score_gemma":0.002431455,"domain_scores_codex":[0.9969284,0.001555752,0.000288887,0.0004095506,0.0006262596,0.0001911292],"domain_scores_gemma":[0.9955266,0.002460451,0.0006005788,0.0004906348,0.0007058397,0.0002158282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.882579e-7,0.000004759624,0.00009385403,0.00002077329,0.000002269433,0.000011842,0.0001075322,0.001620896,0.0000403393,0.9966949,0.0004261965,0.000975794],"study_design_scores_gemma":[0.000003199133,0.000005600652,0.0001549634,0.00004754365,0.000002815674,0.00002994608,0.0001626405,0.00694765,0.00003795734,0.9826627,0.009937339,0.000007639824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0108355,0.003438747,0.9131954,0.01805723,0.0004154115,0.0001511635,0.0003969471,0.0001239502,0.05338574],"genre_scores_gemma":[0.6292699,0.005543941,0.352464,0.003118719,0.001373692,0.001199763,0.0004790107,0.0001256083,0.006425454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006310761,"threshold_uncertainty_score":0.03337491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148300165080431,"score_gpt":0.257185123010765,"score_spread":0.2057021213599607,"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."}}