{"id":"W4317433418","doi":"10.3390/atmos14020209","title":"Pollution Levels for Airborne Hexavalent Chromium of PM2.5 in Typical Cities of China","year":2023,"lang":"en","type":"article","venue":"Atmosphere","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Beijing; Environmental chemistry; Hexavalent chromium; Chromium; Pollution; Inductively coupled plasma mass spectrometry; Inductively coupled plasma; Environmental science; Air pollution; Chemistry; Mass concentration (chemistry); Mass spectrometry; China; Geography; Chromatography; Physics; Plasma","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":[0.0003179301,0.0004147328,0.0002953849,0.001089192,0.000562778,0.0006999807,0.0003398358,0.0003967529,0.0008708395],"category_scores_gemma":[0.0003163684,0.0002520855,0.0005506203,0.001124253,0.0001993129,0.0002954398,0.0003648844,0.0001337081,0.0001338575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007946781,"about_ca_system_score_gemma":0.0006636648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0587916,"about_ca_topic_score_gemma":0.06074849,"domain_scores_codex":[0.9995551,0.00003340741,0.00005315536,0.00015386,0.0001401475,0.00006438875],"domain_scores_gemma":[0.9997467,0.00002363634,0.00005668091,0.00001832012,0.0001134158,0.0000411393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787895,0.0000481061,0.9610808,0.0001499003,0.0002277225,0.0004292752,0.0006059296,0.001134391,0.02687481,0.0001405077,0.0005170344,0.008612533],"study_design_scores_gemma":[0.000005061944,0.00002407741,0.9978281,0.000003111782,0.00002905617,0.00007193365,0.0001214586,0.0003166805,0.001291676,0.0000211169,0.0002808838,0.000006857751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982306,0.0002841769,0.0003364802,0.00003343519,0.000005802679,0.00001166221,0.0003918801,0.00001528551,0.0006906055],"genre_scores_gemma":[0.9987337,0.000119566,0.0001813524,0.00002348264,0.000007242464,0.0000114579,0.0004615909,0.000003438259,0.0004581471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0587916,"threshold_uncertainty_score":0.1168988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308737060304962,"score_gpt":0.2403804214570742,"score_spread":0.2272930508540245,"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."}}