{"id":"W2053239751","doi":"10.1021/es3020887","title":"In Vitro Investigations of Platinum, Palladium, and Rhodium Mobility in Urban Airborne Particulate Matter (PM<sub>10</sub>, PM<sub>2.5</sub>, and PM<sub>1</sub>) Using Simulated Lung Fluids","year":2012,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Umweltbundesamt","keywords":"Rhodium; Particulates; Palladium; Platinum group; Isotope dilution; Environmental chemistry; Chemistry; Platinum; Inductively coupled plasma mass spectrometry; Dilution; Environmental science; Catalysis; Mass spectrometry; Chromatography; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005418052,0.0004859183,0.0003888121,0.000251025,0.0001711121,0.0003353631,0.0002950896,0.0004023571,0.0005857889],"category_scores_gemma":[0.0004368846,0.0002318513,0.0003723904,0.000210405,0.0004064504,0.0002742099,0.0003359134,0.0003687334,0.0002483799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010868,"about_ca_system_score_gemma":0.000232895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424588,"about_ca_topic_score_gemma":0.001809835,"domain_scores_codex":[0.9994148,0.0002459787,0.00004877567,0.0001387963,0.00009087554,0.0000608663],"domain_scores_gemma":[0.9994916,0.000279283,0.00008499862,0.00005817652,0.00005889755,0.00002718702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004995491,0.00009747608,0.002049763,0.0001699606,0.0000515993,0.0001092126,0.0001236096,0.0005490897,0.9936547,0.00005756175,0.00002878114,0.002608697],"study_design_scores_gemma":[0.00001864595,0.002325281,0.00694669,0.00001039809,0.00008652682,0.0003010108,0.0001426253,0.001529381,0.9877105,0.00005830132,0.0008595808,0.00001105882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893218,0.003851941,0.00534409,0.00006248184,0.00002130847,0.0000527843,0.0003488977,0.00002151042,0.0009750663],"genre_scores_gemma":[0.990328,0.00269265,0.005212029,0.00007421338,0.00002155607,0.00005631224,0.0004297687,0.000008095914,0.001177377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001424588,"threshold_uncertainty_score":0.002865374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700531073469198,"score_gpt":0.2595892509405762,"score_spread":0.2425839402058843,"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."}}