{"id":"W2337072961","doi":"10.14288/1.0048196","title":"School bus air quality","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Air quality index; Environmental science; Transport engineering; Computer science; Geography; Engineering; Meteorology","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":[0.00008227841,0.00003096176,0.0001612339,0.00002306825,0.0002059923,0.00001241575,0.0001908391,0.0000796829,0.0003399911],"category_scores_gemma":[0.00001080073,0.0001224821,0.00007259467,0.0001913574,0.0001061294,0.0002505531,0.00004227275,0.0001381365,0.00009032802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004860811,"about_ca_system_score_gemma":0.00003708299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02590702,"about_ca_topic_score_gemma":0.028187,"domain_scores_codex":[0.9994256,0.00001537598,0.00009292869,0.0001445563,0.0001435553,0.0001779152],"domain_scores_gemma":[0.9995415,0.0000147758,0.00002814053,0.0002082495,0.00006211179,0.0001452842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001303822,0.0001428162,0.2001331,0.0003347683,0.00009429403,0.0004184673,0.0004893564,0.003047592,0.002791894,0.000002140887,0.07776422,0.7147683],"study_design_scores_gemma":[0.0004255768,0.00001627582,0.9934211,0.00005167441,0.000005400706,0.00007493277,0.0001926521,0.001739615,0.000005231702,0.00002117467,0.003896152,0.0001502543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911165,0.0001968883,0.0004399101,0.00002102286,0.0001114368,0.00006774876,0.00005545517,0.0001980235,0.007792983],"genre_scores_gemma":[0.9974445,0.0004424338,0.0004781687,0.0000194915,0.00003272482,1.791705e-7,0.000006974382,0.00001113226,0.001564391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7932879,"threshold_uncertainty_score":0.9895461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162915366076839,"score_gpt":0.1783555055802761,"score_spread":0.1667263519195077,"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."}}