{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003378183,0.00008913122,0.0001230733,0.000002156416,0.000440653,0.00003946514,0.0001334191,0.00006652779,0.0007697853],"category_scores_gemma":[0.00008040582,0.00006667725,0.00001582772,0.0007879722,0.0003303162,0.0002437978,0.00007927205,0.0002633679,0.0001811944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178808,"about_ca_system_score_gemma":0.0001106765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6720205,"about_ca_topic_score_gemma":0.2950943,"domain_scores_codex":[0.9973887,0.0009302837,0.0002514849,0.0001693372,0.0005099085,0.0007502763],"domain_scores_gemma":[0.999235,0.0001239493,0.00005240241,0.0002334209,0.00001432744,0.0003408767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001527373,0.0001826312,0.9763454,0.00001228393,0.000004473371,0.00005663747,0.0153161,0.0004001413,0.00002991667,0.00008363113,0.001697662,0.0058559],"study_design_scores_gemma":[0.0004059305,0.0001891278,0.9744837,0.000008584451,0.000006654826,0.0001829067,0.01284212,0.005423948,0.00001445304,0.00005701161,0.006290811,0.00009477299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951715,0.0001339892,0.00008375821,0.002421688,0.00003717582,0.0006836503,0.000002561492,0.000007017945,0.001458695],"genre_scores_gemma":[0.9983789,0.00001668333,0.0004822477,0.0008405027,0.00003086925,0.00004158448,0.000001031184,0.000007491906,0.0002007035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769262,"threshold_uncertainty_score":0.8428609,"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."}}