{"id":"W1999266758","doi":"10.1039/c4em00471j","title":"Measurement of organic and elemental carbon in downtown Rome and background area: physical behavior and chemical speciation","year":2014,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro","keywords":"Downtown; Fraction (chemistry); Total organic carbon; Environmental chemistry; Environmental science; Carbon fibers; Genetic algorithm; Chemical composition; Chemistry; Materials science; Geography; Organic chemistry; Archaeology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002889298,0.0001218084,0.0001406401,0.00001010395,0.0000755551,0.00005159621,0.00009317444,0.00002972442,0.0001162951],"category_scores_gemma":[0.00005047671,0.0001003012,0.000007634034,0.0001706422,0.0005398468,0.0003432098,0.00004233516,0.00007028094,0.000001272066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000328571,"about_ca_system_score_gemma":0.00003752007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356891,"about_ca_topic_score_gemma":0.0001477792,"domain_scores_codex":[0.9988771,0.00001066056,0.0001385443,0.0003047987,0.000425886,0.0002429979],"domain_scores_gemma":[0.999647,0.00002708091,0.00007462958,0.00007065602,0.000005664839,0.0001749848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009558486,0.00004774647,0.552344,0.00002836309,0.000001317759,8.083068e-7,0.0002903179,0.000003589439,0.442968,4.446813e-7,3.153632e-7,0.004305566],"study_design_scores_gemma":[0.0002882475,0.0001154673,0.8515703,0.00002729994,0.0000108934,0.0000180161,0.000392101,0.0005119079,0.1469033,0.00003944971,0.000005337676,0.0001176889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991874,0.0003405003,0.000002812223,0.00002864194,0.00001387261,0.0001169855,0.000007019687,0.00000517399,0.0002975599],"genre_scores_gemma":[0.9997563,0.00008862783,0.00009556138,0.00001645966,0.00002987318,0.00000142902,0.000005841856,0.000002138638,0.000003704818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992263,"threshold_uncertainty_score":0.4090165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009700854646065502,"score_gpt":0.1994107541040481,"score_spread":0.1897098994579826,"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."}}