{"id":"W1976736976","doi":"10.1016/j.atmosenv.2012.09.018","title":"Influence of pavement macrotexture on PM10 emissions from paved roads: A controlled study","year":2012,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; McMaster University; University of Nevada, Las Vegas","keywords":"Environmental science; Aeolian processes; Geotechnical engineering; Erosion; Hydrology (agriculture); Geology; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002289078,0.000208651,0.0003450342,0.00000283142,0.0001089059,0.00001283302,0.0001803022,0.00006531055,0.00413504],"category_scores_gemma":[0.00002549013,0.000145229,0.00007536505,0.00008323351,0.00005612833,0.0001222516,0.0000274522,0.000126359,0.0004583116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001337455,"about_ca_system_score_gemma":0.00001401194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175126,"about_ca_topic_score_gemma":0.0000391433,"domain_scores_codex":[0.9985458,0.0001114437,0.0003074215,0.0002615603,0.0004135724,0.0003601799],"domain_scores_gemma":[0.9990826,0.0001785926,0.0001713156,0.0003323643,0.000005835869,0.0002292472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000169224,0.0004379351,0.8513905,0.000008937604,0.0000941856,0.000007049513,0.001024794,0.1414094,0.0002125236,0.000004218722,0.0001121379,0.00512901],"study_design_scores_gemma":[0.002242966,0.0006768448,0.9883105,0.000027554,0.00006964371,7.261394e-7,0.0006800363,0.004900121,0.0001966651,0.00005714565,0.002644063,0.0001937283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971918,0.001174462,0.0001295904,0.00005835083,0.00008561218,0.000763552,0.00002396216,0.00001909318,0.0005535129],"genre_scores_gemma":[0.9981276,0.0001193379,0.0009033293,0.0003342879,0.00008433,0.00002016495,0.00002162807,0.000006434136,0.000382889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1369199,"threshold_uncertainty_score":0.9967753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005609751947981828,"score_gpt":0.1931830363043529,"score_spread":0.1875732843563711,"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."}}