{"id":"W4284682459","doi":"10.1016/j.jth.2022.101437","title":"A Longitudinal Study on Carbon Dioxide Levels in Montreal’s Public Transit Units","year":2022,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Carbon dioxide; Transit (satellite); Public transport; Environmental science; Atmospheric sciences; Transport engineering; Engineering; Chemistry; Physics","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":[0.0009978228,0.0001461773,0.0003909545,0.0003532651,0.0001166104,0.000006796185,0.0002092653,0.00002888348,0.00008248453],"category_scores_gemma":[0.000003475028,0.000134682,0.00006686703,0.0006352252,0.000008385273,0.0001211989,0.000004526935,0.0008574547,6.095337e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104253,"about_ca_system_score_gemma":0.0002672953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004440573,"about_ca_topic_score_gemma":0.001957206,"domain_scores_codex":[0.9982831,0.00007642639,0.0007015933,0.0001138188,0.0004820962,0.000342955],"domain_scores_gemma":[0.9994285,0.00002529913,0.0001179475,0.0001495583,0.00004602583,0.0002326385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207854,0.0008981826,0.7582178,0.0001478655,0.0001027766,0.0008096693,0.009634496,0.2107146,0.0002272462,0.00002128466,0.0001784244,0.0188269],"study_design_scores_gemma":[0.001395712,0.001264007,0.9923767,0.00006605998,0.00001175257,0.00009976202,0.00100951,0.001763473,0.00002796622,0.0000125672,0.001845542,0.0001269769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973062,0.00056513,0.0001807104,0.0009497103,0.000296524,0.0001935468,0.00002545987,0.0000269028,0.0004558491],"genre_scores_gemma":[0.999592,0.000133851,0.00003784556,0.00009031253,0.0000760878,0.000008702074,0.000002668473,0.00002544347,0.00003307142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2341589,"threshold_uncertainty_score":0.5492171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06343190141330804,"score_gpt":0.280977019000587,"score_spread":0.217545117587279,"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."}}