{"id":"W3157425046","doi":"10.1186/s12942-021-00272-2","title":"Cycling in one of the most polluted cities in the world: Exposure to noise and air pollution and potential adverse health impacts in Delhi","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Geographics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Canada Research Chairs","keywords":"Noise pollution; Cycling; Environmental health; Air pollution; Pollution; Noise (video); Environmental science; New delhi; Population; Geography; Medicine; Noise reduction; Forestry; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00371368,0.0001049264,0.000309517,0.000797697,0.0001693225,0.00001231768,0.0002131991,0.00005548486,0.00001502273],"category_scores_gemma":[0.0002462904,0.00007316329,0.00005360722,0.0008424494,0.00005429812,0.0001359559,0.0001558871,0.0006959857,2.655627e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075569,"about_ca_system_score_gemma":0.0006952587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003289204,"about_ca_topic_score_gemma":0.03891304,"domain_scores_codex":[0.9967164,0.001159422,0.001125294,0.0001340224,0.0005470169,0.0003178589],"domain_scores_gemma":[0.9985964,0.0002671751,0.0006839053,0.0001256094,0.0002209007,0.0001060356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006907667,0.0006408297,0.9388103,0.0007878994,0.0001258108,0.0001339386,0.02231731,0.005673968,0.0003609443,0.007646048,0.00127224,0.02153994],"study_design_scores_gemma":[0.001791835,0.0001541622,0.987049,0.001929755,0.000005963425,0.00001748878,0.007313312,0.00007874908,0.000005294515,0.000806184,0.0007921369,0.00005605746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816066,0.001712936,0.0001121385,0.1152956,0.0007055763,0.0004827778,0.00002537161,0.000002694963,0.00005626075],"genre_scores_gemma":[0.9797042,0.001997325,0.0003157235,0.01780978,0.0001248998,0.000009146163,0.000003947461,0.000008082138,0.00002692772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09809757,"threshold_uncertainty_score":0.9786243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575619885413612,"score_gpt":0.3724753642140564,"score_spread":0.3467191653599203,"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."}}