{"id":"W2756602252","doi":"10.1016/j.jenvman.2017.09.043","title":"Toilet revolution in China","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sanitation; Toilet; Open defecation; Business; Economic growth; China; Government (linguistics); General partnership; Millennium Development Goals; Private sector; Poverty; Engineering; Economics; Political science; Finance; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933276,0.0000747568,0.0001197306,0.0001184979,0.0001263391,0.00006755228,0.0002783735,0.00002338927,0.0001392229],"category_scores_gemma":[0.000005336091,0.00006768594,0.0000716192,0.00001486912,0.0000464371,0.0003773968,0.0001053525,0.0001204389,0.00002600574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002007963,"about_ca_system_score_gemma":5.611736e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000098071,"about_ca_topic_score_gemma":0.000003654662,"domain_scores_codex":[0.9992779,0.00002588061,0.0002739826,0.00008904528,0.0002120602,0.000121146],"domain_scores_gemma":[0.999456,0.000003932099,0.0002837535,0.0002108363,0.000001582847,0.00004382565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171524,0.002886893,0.8200582,0.0002250816,0.0001396302,0.0008867775,0.0008612211,0.0003132946,0.00592735,0.0005345658,0.02542848,0.1410232],"study_design_scores_gemma":[0.001653602,0.0001092704,0.9765325,0.0001042209,0.00002206901,0.00002624741,0.0000525861,0.00002727328,0.0009145084,0.001163356,0.01931947,0.000074952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890705,0.000179115,0.00005226988,0.003524662,0.0007460287,0.0001375968,0.000003176936,0.000003727304,0.006282884],"genre_scores_gemma":[0.9986461,0.0002101791,0.0004616022,0.0002033002,0.0001603016,0.000001440396,0.000001481694,0.000008068918,0.0003074982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564742,"threshold_uncertainty_score":0.2760153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00763075251631897,"score_gpt":0.2382808071342278,"score_spread":0.2306500546179089,"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."}}