{"id":"W2887768953","doi":"10.3390/atmos9080318","title":"Long-Term Atmospheric Visibility Trends and Characteristics of 31 Provincial Capital Cities in China during 1957–2016","year":2018,"lang":"en","type":"article","venue":"Atmosphere","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Oceanic and Atmospheric Administration","keywords":"China; Air quality index; Socioeconomic status; Geography; Visibility; Environmental science; Socioeconomics; Environmental health; Meteorology; Population; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002809739,0.0001780221,0.0002906841,0.000001901731,0.0001495195,0.00002268417,0.0001608578,0.0001169563,0.002130681],"category_scores_gemma":[0.00005952343,0.0001620092,0.00003935556,0.0002252939,0.0006022147,0.0003080443,0.000205049,0.0001511729,0.00006663786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985941,"about_ca_system_score_gemma":0.00005116885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894141,"about_ca_topic_score_gemma":0.003651373,"domain_scores_codex":[0.9985348,0.00006852187,0.0004194016,0.0003391034,0.000226916,0.0004112433],"domain_scores_gemma":[0.9993333,0.00003141217,0.0001769538,0.0002789112,0.000009679979,0.0001697102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122426,0.0001098817,0.9470901,0.0001297509,0.000005192664,0.000009987997,0.003803162,0.000003794242,0.0002245783,0.00002708368,0.0002349764,0.04824922],"study_design_scores_gemma":[0.0004880066,0.0002698892,0.9980995,0.00006119782,0.000007576954,0.000007530107,0.0001206962,0.000280881,0.0002184895,0.0001386387,0.00013061,0.0001769816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964726,0.00006306078,0.00003304195,0.0003472396,0.000120439,0.000170863,0.00002114763,0.00003076933,0.002740862],"genre_scores_gemma":[0.9972053,0.00004111212,0.00107842,0.0001247508,0.0001313108,0.000007447829,0.000005293321,0.00001532025,0.001391111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100937,"threshold_uncertainty_score":0.9987815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074175279629484,"score_gpt":0.2587011738218183,"score_spread":0.2479594210255235,"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."}}