{"id":"W2934978421","doi":"10.1289/isee.2016.3486","title":"A Natural Experiment: Closure of an Oil Refinery & Influence on Local Hospitalizations","year":2016,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Refinery; Oil refinery; Environmental science; Air pollution; Population; Environmental health; Closure (psychology); Pollution; Environmental engineering; Medicine; Waste management; Engineering; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002738027,0.0001808324,0.0001964674,0.00004161306,0.0001183287,0.00002611885,0.0003219254,0.0001255195,0.001171553],"category_scores_gemma":[0.0002442858,0.0001289441,0.00004316833,0.0001394031,0.0004657697,0.0006836713,0.0000733351,0.0001432185,0.0008343281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455998,"about_ca_system_score_gemma":0.00008997287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473022,"about_ca_topic_score_gemma":0.0006649835,"domain_scores_codex":[0.998323,0.00007583005,0.0004207333,0.0003493665,0.0004396769,0.0003914181],"domain_scores_gemma":[0.9988418,0.0001197263,0.0002227817,0.0004726724,0.00004428927,0.0002987969],"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":[0.001171238,0.003915327,0.02635407,0.0003861389,0.00009642522,0.00009583438,0.01865171,0.09789189,0.2919655,0.03109081,0.01752088,0.5108601],"study_design_scores_gemma":[0.0009116502,0.0004801356,0.9530042,0.0003636428,0.00001189104,0.000009291271,0.0002462621,0.00005505823,0.02282541,0.001637585,0.01998332,0.0004716026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988584,0.00002874941,0.0002874043,0.002011069,0.000111628,0.00008748915,0.00002575922,0.00005402144,0.008809862],"genre_scores_gemma":[0.9970015,0.00004749633,0.0005369232,0.001222162,0.00003107123,0.00001486815,0.00001206808,0.0000129603,0.001120905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9266501,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368563941759493,"score_gpt":0.3101393948260615,"score_spread":0.2764537554084665,"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."}}