{"id":"W2350822606","doi":"","title":"Discussion on Calculation of Water Supply Design Flow Design Load for Residential Quarter","year":2003,"lang":"en","type":"article","venue":"Journal Os Southern Institute of Metallurgy","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Flow (mathematics); Water consumption; Environmental science; Consumption (sociology); Water supply; Engineering; Environmental engineering; Mathematics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005948863,0.0003717076,0.0003063228,0.0007168559,0.0008748769,0.0008329025,0.0006833379,0.0004482541,0.005097936],"category_scores_gemma":[0.001608167,0.0002428202,0.0006456345,0.0005597968,0.0003987793,0.001395692,0.0004807692,0.0004920067,0.0005987433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053394,"about_ca_system_score_gemma":0.0009340469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007117222,"about_ca_topic_score_gemma":0.004791273,"domain_scores_codex":[0.9994642,0.0001289668,0.00003040488,0.0001024548,0.0002369636,0.00003703484],"domain_scores_gemma":[0.9996955,0.00009558894,0.00001986201,0.00002946994,0.0001493623,0.0000102035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002669747,0.00008528581,0.01107454,0.0006764732,0.00004205755,0.0004898026,0.001287248,0.382642,0.02351904,0.1762908,0.0238367,0.379789],"study_design_scores_gemma":[0.0000651157,0.0002008329,0.009142129,0.0001138271,0.00006161198,0.0004919395,0.0009330753,0.7404871,0.02462781,0.08551871,0.1382661,0.0000916617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09736213,0.0007020409,0.8471806,0.001657481,0.0003216223,0.000119792,0.0003987652,0.0009808916,0.05127675],"genre_scores_gemma":[0.8262111,0.001127502,0.1360821,0.0002981506,0.0002230255,0.0002071263,0.0005097602,0.0004155549,0.03492578],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007117222,"threshold_uncertainty_score":0.01705426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065187144396435,"score_gpt":0.2124460094493692,"score_spread":0.1917941380054049,"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."}}