{"id":"W7018119629","doi":"","title":"Consideration of water use efficiency objective for National Building and Plumbing Codes moves ahead","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Water resources management and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Building code; Water efficiency; Water resources","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":[0.001613769,0.0006793134,0.000750453,0.0004857338,0.0005225696,0.00185491,0.0005960487,0.0008506966,0.003316124],"category_scores_gemma":[0.002874311,0.0002182876,0.000527836,0.0006771307,0.0003650215,0.001102569,0.000721207,0.0009051696,0.0002716009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898837,"about_ca_system_score_gemma":0.004056106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03460158,"about_ca_topic_score_gemma":0.06235164,"domain_scores_codex":[0.9991364,0.000306065,0.00003563566,0.0001017607,0.0002869002,0.0001332955],"domain_scores_gemma":[0.9986326,0.000453887,0.00008559826,0.0001051558,0.0006770596,0.00004575348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036657,0.00009223993,0.006114905,0.0001962244,0.00006879852,0.00007984049,0.00009625561,0.8525515,0.007196277,0.04123414,0.002892403,0.08937378],"study_design_scores_gemma":[0.0000168087,0.0002057436,0.007794462,0.00005147593,0.00005145213,0.00005307644,0.0003138382,0.9642972,0.009180299,0.008091643,0.009918069,0.00002589701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.4194297,0.001193317,0.4690493,0.00299852,0.0002293087,0.0001826386,0.0006598909,0.0002900127,0.1059673],"genre_scores_gemma":[0.9467368,0.0003250209,0.03859658,0.0001391441,0.00003707361,0.0000867904,0.0002125218,0.0001692494,0.0136969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03460158,"threshold_uncertainty_score":0.06880033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803234037912115,"score_gpt":0.2109875452458417,"score_spread":0.1829552048667206,"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."}}