{"id":"W2030517027","doi":"10.5094/apr.2012.030","title":"Concentration and source origin of lanthanoids in the Canadian atmospheric particulate matter: a case study","year":2012,"lang":"en","type":"article","venue":"Atmospheric Pollution Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Particulates; Environmental chemistry; Environmental science; Lanthanide; Refining (metallurgy); Petrochemical; Pollution; Air pollution; Oil refinery; Chemistry; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002452037,0.0006230497,0.000310678,0.001419185,0.003333271,0.0008739133,0.0009291852,0.0006823442,0.001052366],"category_scores_gemma":[0.0005451348,0.000283718,0.0004080435,0.002705865,0.0006687358,0.0002578989,0.0005509631,0.0003401218,0.0001379473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01364672,"about_ca_system_score_gemma":0.009179419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833769,"about_ca_topic_score_gemma":0.9913503,"domain_scores_codex":[0.9994766,0.00002710113,0.00001427265,0.00009426715,0.0002690743,0.0001187569],"domain_scores_gemma":[0.9997702,0.0000289501,0.00002640234,0.0000101955,0.0001362989,0.00002786526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004517823,0.000326351,0.8658791,0.0004290209,0.0002129677,0.02187365,0.01002155,0.003713996,0.04221566,0.001300631,0.002778233,0.05079713],"study_design_scores_gemma":[0.00003303084,0.0001763639,0.9558858,0.00004196883,0.0002206183,0.005816089,0.008795128,0.005235918,0.01114172,0.0002398151,0.01231339,0.0001001832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959371,0.0003546895,0.0002505579,0.0001004229,0.000002407919,0.00004125609,0.0004724478,0.00001155749,0.002829577],"genre_scores_gemma":[0.9957508,0.0007882311,0.001010556,0.00004167013,0.000003161472,0.00001171342,0.0003381971,0.000007451099,0.002048218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662314,"threshold_uncertainty_score":0.09901434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081407341280371,"score_gpt":0.3771292637584244,"score_spread":0.2957219224780534,"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."}}