{"id":"W2888612785","doi":"10.1139/er-2018-0039","title":"Air synthesis review: polycyclic aromatic compounds in the oil sands region","year":2018,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Scarborough Hospital; York University; University of Alberta; Natural Resources Canada; Alberta Environment and Protected Areas; Cumulative Environmental Management Association; Geological Survey of Canada; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Oil sands; Air monitoring; Particulates; Environmental chemistry; Chemistry; Environmental engineering; Asphalt; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001303477,0.0003273439,0.0004921367,0.00003604725,0.0001827499,0.00001989067,0.0008237236,0.00007352552,0.001395664],"category_scores_gemma":[0.0002570213,0.0002099737,0.0001712562,0.0003701878,0.0005990378,0.0002640055,0.0001671521,0.0002270788,0.01059052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727855,"about_ca_system_score_gemma":0.000005964983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003311312,"about_ca_topic_score_gemma":0.00005443822,"domain_scores_codex":[0.997233,0.0006129461,0.0006781004,0.0004595243,0.0005171765,0.0004991998],"domain_scores_gemma":[0.9984162,0.0001535232,0.0002711232,0.001026037,2.030921e-8,0.0001330953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001024946,0.0002524098,0.007067367,0.00002966895,0.000009388896,0.00002574579,0.0006023492,5.567557e-8,0.008383953,5.699784e-7,0.04774044,0.9358778],"study_design_scores_gemma":[0.0002121043,0.0001054167,0.21468,0.0008777703,0.00006960249,0.0002294244,0.00008094489,0.00001815085,0.001100646,0.00007836459,0.7821818,0.0003657245],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6701273,0.1531201,0.00009839528,0.01603994,0.0007522466,0.002823373,0.00002980326,0.000173813,0.156835],"genre_scores_gemma":[0.9169137,0.07363587,0.0002396352,0.007924885,0.0001081325,0.00008105434,0.000002237787,0.00003154706,0.001062916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9355121,"threshold_uncertainty_score":0.9995172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182167081243565,"score_gpt":0.2501225920523382,"score_spread":0.2319058839279817,"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."}}