{"id":"W2736793814","doi":"10.3390/ijerph14080834","title":"Schools, Air Pollution, and Active Transportation: An Exploratory Spatial Analysis of Calgary, Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Air pollution; Environmental health; Pollution; Public health; Geography; Environmental planning; Exploratory analysis; Spatial variability; Exploratory research; Environmental science; Sociology; Medicine; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009900338,0.000666614,0.000748034,0.004540203,0.004027844,0.002780204,0.001382826,0.0003605894,0.002419727],"category_scores_gemma":[0.004096588,0.0004359321,0.001341303,0.01300806,0.001408506,0.000414081,0.002561554,0.0006730898,0.0002610813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02412398,"about_ca_system_score_gemma":0.06242902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961021,"about_ca_topic_score_gemma":0.9967383,"domain_scores_codex":[0.998747,0.0002321516,0.00006111462,0.00015721,0.0003471059,0.0004554689],"domain_scores_gemma":[0.9973764,0.000625968,0.0001982116,0.0001301382,0.00134705,0.000322172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001673153,0.0001438375,0.9523316,0.0001851141,0.0003815186,0.0007632014,0.01018778,0.004864871,0.0008713872,0.002640625,0.004771899,0.02269085],"study_design_scores_gemma":[0.00001716796,0.00005708912,0.9491369,0.0001103277,0.0001307113,0.0001164929,0.03504788,0.008549411,0.0002421672,0.0003831812,0.006160262,0.00004860868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847232,0.0006139799,0.001727008,0.00028833,0.00001162034,0.0002680891,0.007906924,0.00003999106,0.004420811],"genre_scores_gemma":[0.988438,0.0005438928,0.003509584,0.00005946187,0.000004386423,0.0001576798,0.004651627,0.00002977955,0.002605767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02412398,"threshold_uncertainty_score":0.1750326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0879957613784359,"score_gpt":0.3903677672354558,"score_spread":0.3023720058570199,"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."}}