{"id":"W2026406774","doi":"10.5539/jsd.v2n1p36","title":"Carbon Dioxide Emission Savings Potential of Household Water Use Reduction in the UK","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Water-Energy-Food Nexus Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Environmental science; Electricity; Water use; Tap water; Carbon dioxide equivalent; Environmental engineering; Carbon footprint; Greenhouse gas; Volume (thermodynamics); Energy conservation; Water consumption; Mains electricity; Natural resource economics; Waste management; Chemistry; Economics; Engineering; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008077032,0.0001409019,0.0002116813,0.0001404495,0.0001340974,0.00002717941,0.0002632543,0.00005484952,0.00002714499],"category_scores_gemma":[0.00003609577,0.00007996491,0.00005644841,0.0002176143,0.0000645108,0.0003322105,0.0001392082,0.0001710224,0.000001070042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006203807,"about_ca_system_score_gemma":0.00004550573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143434,"about_ca_topic_score_gemma":0.000008900092,"domain_scores_codex":[0.9982346,0.00007352676,0.0005618352,0.0001410563,0.0005966441,0.0003923411],"domain_scores_gemma":[0.999517,0.00001356455,0.0002262859,0.0001316845,0.00005292984,0.00005852457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008374986,0.001117208,0.02137596,0.00008054526,0.0001222377,0.002690962,0.03449087,0.01522021,0.9092982,0.0007780829,0.00802797,0.005960258],"study_design_scores_gemma":[0.0009978234,0.0004177299,0.45675,0.00011203,0.00004182387,0.0004135871,0.01843798,0.00001934958,0.5064254,0.01023772,0.005822567,0.0003239539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969598,0.00004533112,0.00003558954,0.001241407,0.00008382318,0.0001086549,2.067723e-7,0.000005055633,0.00152013],"genre_scores_gemma":[0.9976661,0.00001810853,0.0006407337,0.00009346133,0.00004284463,0.000002946942,7.398673e-7,0.000008050513,0.001527009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4353741,"threshold_uncertainty_score":0.3260874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027205876101928,"score_gpt":0.1923429375880372,"score_spread":0.1820708788270179,"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."}}