{"id":"W2006699916","doi":"10.5539/jms.v4n3p108","title":"Water Resources Management: Alarming Crisis for Egypt","year":2014,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Water resources management and optimization","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water resources; Business; Safeguard; Integrated water resources management; Environmental planning; Process (computing); Legislature; Sustainable development; Resource (disambiguation); Order (exchange); Environmental resource management; Environmental economics; Natural resource economics; Computer science; Environmental science; Economics; Political science; Finance","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":[0.0005616602,0.0003069754,0.0002352327,0.0004051591,0.001358208,0.002353435,0.0004157537,0.001573539,0.005659962],"category_scores_gemma":[0.0005597368,0.0001101617,0.0001738356,0.000958784,0.0007486944,0.001653861,0.001567365,0.001136014,0.0005170376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004228661,"about_ca_system_score_gemma":0.005485702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0153039,"about_ca_topic_score_gemma":0.02301099,"domain_scores_codex":[0.9997395,0.00004696237,0.00001616878,0.00002095052,0.00006817434,0.0001082386],"domain_scores_gemma":[0.9996991,0.00003573539,0.00004963885,0.0000100245,0.0001305024,0.00007501973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006930885,0.0005364739,0.06367573,0.0042538,0.0001292831,0.01371803,0.00933562,0.01537439,0.02243314,0.1299581,0.2444516,0.4954408],"study_design_scores_gemma":[0.00005837077,0.0002572452,0.07561559,0.001135778,0.0000819612,0.002422751,0.08961528,0.01653865,0.007557817,0.04610846,0.7604851,0.000123041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845087,0.03252046,0.004480029,0.2881785,0.001099565,0.0001269442,0.001228625,0.000219153,0.08763818],"genre_scores_gemma":[0.9403177,0.0207139,0.003854546,0.007702055,0.0002068194,0.00003477825,0.000564013,0.00003239173,0.02657387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153039,"threshold_uncertainty_score":0.03068125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003918607300613068,"score_gpt":0.1928054002492531,"score_spread":0.18888679294864,"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."}}