{"id":"W2730337888","doi":"","title":"An Overview of the Summer 2014 Airborne Study of Oil Sands Air Pollutants in Support of the Joint Oil Sands Monitoring Plan","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Oil sands; Environmental science; Joint (building); Pollutant; Air pollutants; Waste management; Meteorology; Environmental engineering; Air pollution; Mining engineering; Petroleum engineering; Geology; Engineering; Asphalt; Geography; Archaeology; Civil engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002374381,0.0007786308,0.0004098227,0.003592246,0.001236013,0.001329321,0.0007812194,0.0008490842,0.003223759],"category_scores_gemma":[0.0006904432,0.0003499652,0.0007358214,0.00331733,0.0002045557,0.0005318365,0.001260477,0.0006008559,0.001091174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457808,"about_ca_system_score_gemma":0.006937958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09806454,"about_ca_topic_score_gemma":0.2248157,"domain_scores_codex":[0.9989305,0.0002232594,0.00007739708,0.000139602,0.0004146084,0.0002145518],"domain_scores_gemma":[0.9988035,0.00007246117,0.0001148761,0.00004898079,0.0007530406,0.0002070562],"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":[0.001311761,0.0011067,0.2875783,0.004179892,0.0003019642,0.0008114025,0.0009893558,0.00393339,0.03486722,0.002334635,0.2289676,0.4336179],"study_design_scores_gemma":[0.00003053588,0.0008386486,0.5001233,0.0004215112,0.0001144807,0.0004155491,0.001469836,0.000768946,0.006627373,0.0005766092,0.4885572,0.00005603743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4180207,0.1256149,0.05167202,0.0394084,0.0113594,0.006067799,0.1510447,0.002563548,0.1942486],"genre_scores_gemma":[0.504525,0.1000911,0.1055068,0.01129061,0.008214352,0.002686237,0.1399903,0.0006793888,0.1270162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9019355,"threshold_uncertainty_score":0.1949875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230545158738204,"score_gpt":0.2674900678563101,"score_spread":0.2351846162689281,"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."}}