{"id":"W2389260339","doi":"","title":"The discussion about problems for water supply and sewerage at residential quarter","year":2002,"lang":"en","type":"article","venue":"Shanxi Agchitecture","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sewerage; Quarter (Canadian coin); Water supply; Engineering; Process (computing); Environmental science; Water resource management; Environmental engineering; Environmental planning; Civil engineering; Computer science; 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":[0.00008269729,0.0001422854,0.0001079296,0.00003153793,0.0002618961,0.0001339196,0.00008292944,0.0001015934,0.00008574936],"category_scores_gemma":[0.000003634205,0.00005943581,0.00004777304,0.00003580927,0.00001831409,0.00007212278,0.00002958485,0.00008706135,0.00002342185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230911,"about_ca_system_score_gemma":7.627755e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006740027,"about_ca_topic_score_gemma":0.000484727,"domain_scores_codex":[0.9992986,0.00001784982,0.0001634627,0.0001578342,0.00009811924,0.0002640933],"domain_scores_gemma":[0.9997305,0.0000143816,0.00001609636,0.0001735054,0.00001859707,0.00004697919],"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":[0.0001060227,0.00004361118,0.002097652,0.001232036,0.0002511551,0.00001336458,0.04302918,0.3157001,0.04543326,0.0001417799,0.5712964,0.02065548],"study_design_scores_gemma":[0.001649579,0.0001561493,0.002020947,0.0001957656,0.00005979671,0.00007530245,0.0001289522,0.1781122,0.03055197,0.000681617,0.7856941,0.0006735512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430019,0.01120588,0.1070291,0.01702904,0.006686149,0.005882451,0.0002357769,0.001609111,0.007320581],"genre_scores_gemma":[0.9883332,0.00006449464,0.0002257134,0.00003106113,0.0003393212,0.00009241082,0.00003586583,0.0000393062,0.01083863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2143978,"threshold_uncertainty_score":0.2423722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004090652775007106,"score_gpt":0.160076155832587,"score_spread":0.1559855030575799,"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."}}