{"id":"W3208062175","doi":"10.1016/j.chemosphere.2021.132708","title":"Effect of spilled diluted bitumen on chemical air-water exchange in boreal lake limnocorrals","year":2021,"lang":"en","type":"article","venue":"Chemosphere","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Environment and Climate Change Canada; University of Manitoba; International Institute for Sustainable Development; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Volatilisation; Environmental chemistry; Environmental science; TRACER; Petroleum; Chemistry; Environmental engineering; Hydrology (agriculture); Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000152543,0.0002132508,0.0002212313,0.0001793942,0.0006502126,0.0006327013,0.0002536732,0.0004833317,0.0008761207],"category_scores_gemma":[0.0004221725,0.0001619726,0.0002267753,0.0001325102,0.0003879629,0.0004360462,0.0004135632,0.0004038161,0.0001018278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300827,"about_ca_system_score_gemma":0.0008181604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0700332,"about_ca_topic_score_gemma":0.07780571,"domain_scores_codex":[0.999817,0.00002392577,0.00001617198,0.00004937119,0.00004869313,0.0000448731],"domain_scores_gemma":[0.9998007,0.00003176031,0.00003702908,0.000009172336,0.0000688623,0.00005238287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009071463,0.0002260186,0.1139785,0.0001007882,0.0001128665,0.0003076877,0.0005224014,0.001122001,0.8678535,0.00008727751,0.0002033366,0.006414161],"study_design_scores_gemma":[0.0001046262,0.00223033,0.6320194,0.00001475316,0.0001340272,0.0001616143,0.00133031,0.00588215,0.3566521,0.0001004367,0.001319503,0.00005081906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999701,0.000022479,0.00003403365,0.00001534797,0.000005085772,0.000002014509,0.00006273055,0.000003507889,0.0001537553],"genre_scores_gemma":[0.9994673,0.0000176196,0.00009316982,0.00001765927,0.000001516783,0.000001701625,0.00006132222,0.000002062433,0.000337494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0700332,"threshold_uncertainty_score":0.1392511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004345297883309226,"score_gpt":0.2130903255816898,"score_spread":0.2087450276983806,"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."}}