{"id":"W1568844671","doi":"10.1002/047147844x.dw19","title":"Economics of Residential Water Demands","year":2004,"lang":"en","type":"other","venue":"Water Encyclopedia","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Sanitation; Business; Water supply; Potable water; Water use; Improved sanitation; Natural resource economics; Farm water; Agricultural economics; Agriculture; Water conservation; Water resources; Water resource management; Economics; Geography; Environmental science; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005130107,0.0002512299,0.0002753746,0.0002866374,0.0000143461,0.00003043421,0.0002168176,0.0002141071,0.002661936],"category_scores_gemma":[6.150397e-7,0.0001719919,0.00007942022,0.00002567904,0.00002834624,0.00006305618,0.00008466584,0.00009530746,0.0005546871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003604395,"about_ca_system_score_gemma":0.000003476072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008453411,"about_ca_topic_score_gemma":0.0001103016,"domain_scores_codex":[0.9991454,0.000008728646,0.0002727848,0.0001909987,0.00008415294,0.0002979087],"domain_scores_gemma":[0.9996448,0.000001604982,0.00003034839,0.0002733668,0.000007606905,0.00004231836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002949497,0.0000705505,0.0005058685,0.002414927,0.0008418481,0.00004633044,0.003728803,0.3023637,0.0005058525,0.0002544759,0.6870005,0.002237673],"study_design_scores_gemma":[0.0003754447,0.00001388185,0.00002311874,0.00007413263,0.00007968865,8.615073e-7,0.00000581319,0.00043468,0.006718666,0.0002766113,0.9916556,0.0003414803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004269629,0.0001804938,0.001089221,0.00002335231,0.00103236,0.0002694487,0.00001739502,0.0004087468,0.9927093],"genre_scores_gemma":[0.01546471,0.002263481,0.0009382253,0.00001712625,0.00103814,0.00002732691,0.0006906758,0.0008214051,0.9787389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3046552,"threshold_uncertainty_score":0.9982498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003665359086030032,"score_gpt":0.1625085990423472,"score_spread":0.1588432399563172,"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."}}