{"id":"W2352360576","doi":"","title":"Analysis and Application of Steady Flow of Water Supply System in Modern Garden Quarter without Vacuum Pressurized Pipe Network","year":2009,"lang":"en","type":"article","venue":"Chinese and Overseas Architecture","topic":"Wireless Sensor Networks and IoT","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Water supply; Flow (mathematics); Water flow; Environmental science; Engineering; Petroleum engineering; Marine engineering; Hydrology (agriculture); Environmental engineering; Mechanics; Geotechnical engineering; Physics; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008923431,0.0001767523,0.0004781788,0.0001309544,0.00002477256,0.00001456204,0.00007048674,0.00009315294,0.000004556676],"category_scores_gemma":[0.00000163469,0.0001080234,0.00007619417,0.0002160262,0.00002598966,0.00004280864,0.00001873216,0.0001335193,2.089895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009374604,"about_ca_system_score_gemma":0.000002970105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003104511,"about_ca_topic_score_gemma":0.0001088491,"domain_scores_codex":[0.9992012,0.00003242792,0.0002561196,0.0001893704,0.0001199377,0.0002009051],"domain_scores_gemma":[0.9996294,0.00002566215,0.00004160554,0.0002184554,0.00002311286,0.00006173226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001716273,0.00002608098,0.08450245,0.0003375461,0.0002609892,0.000003490992,0.002575151,0.8873519,0.008836755,0.00002151013,0.00003527225,0.01587717],"study_design_scores_gemma":[0.0007168287,0.00004136968,0.1413814,0.00006655562,0.0001728507,0.000004362692,0.00005812277,0.8564884,0.0004460865,0.000343648,0.0001219673,0.0001584292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685582,0.0007340162,0.02979496,0.00003068614,0.00003322216,0.0002352198,0.00002039768,0.00004785742,0.0005454285],"genre_scores_gemma":[0.9992098,0.00004537514,0.0005537975,0.00001096151,0.0001077949,0.000006102898,0.00003352228,0.00001404419,0.00001865318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05687893,"threshold_uncertainty_score":0.4405066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001854984929290551,"score_gpt":0.1800789643863318,"score_spread":0.1782239794570412,"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."}}