{"id":"W2811273649","doi":"10.4095/308302","title":"SOURCES: airborne contamination in the oil sands region","year":2018,"lang":"en","type":"report","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Oil sands; Contamination; Environmental science; Geology; Mining engineering; Hydrology (agriculture); Geography; Archaeology; Geotechnical engineering; Ecology; Biology; Asphalt","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002269034,0.0003104574,0.0001338649,0.001296498,0.0008558281,0.001066891,0.0003799622,0.0002452642,0.001891479],"category_scores_gemma":[0.0001907164,0.0001186852,0.0002001546,0.001899389,0.0002431997,0.0001654187,0.0005466697,0.0001795252,0.000371869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004147592,"about_ca_system_score_gemma":0.006339246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7977054,"about_ca_topic_score_gemma":0.8850027,"domain_scores_codex":[0.9995597,0.00001732238,0.00001071688,0.00006737331,0.0002597233,0.00008515119],"domain_scores_gemma":[0.9997595,0.00001141016,0.00004254864,0.00001076915,0.0001481731,0.00002769166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002774438,0.0001004336,0.8770063,0.0003206363,0.0001093062,0.0008444947,0.002171287,0.000916387,0.02375135,0.0008560112,0.002872731,0.09077369],"study_design_scores_gemma":[0.000008108588,0.00005506141,0.9790517,0.00006667771,0.00003819831,0.0001631949,0.002544432,0.0004127657,0.006455288,0.0001258918,0.01106824,0.00001041287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835126,0.001078022,0.00113219,0.0002130628,0.00001758823,0.00007679101,0.006691262,0.00008540048,0.00719318],"genre_scores_gemma":[0.9822312,0.001617339,0.002231775,0.00008008896,0.00001305505,0.00002772153,0.005024952,0.00002374869,0.008750239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2022946,"threshold_uncertainty_score":0.4069719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439506055692319,"score_gpt":0.2538667341052477,"score_spread":0.2294716735483245,"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."}}