{"id":"W2003017237","doi":"10.2118/156676-ms","title":"Water Use in Canada's Oil Sands Industry: The Facts","year":2012,"lang":"en","type":"article","venue":"International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"Canadian Association of Petroleum Producers","keywords":"Oil sands; Steam-assisted gravity drainage; Asphalt; Environmental science; Unconventional oil; Petroleum industry; Groundwater; Petroleum engineering; Hydrology (agriculture); Geology; Fossil fuel; Environmental engineering; Waste management; Geotechnical engineering; Engineering; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003803433,0.0003247212,0.0002050718,0.002472938,0.001888821,0.002242944,0.0006922342,0.0006604298,0.003430468],"category_scores_gemma":[0.001374287,0.0001871916,0.0003728273,0.007122042,0.0006801964,0.0007107628,0.0007551598,0.001193507,0.0003172419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05081119,"about_ca_system_score_gemma":0.06804284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973606,"about_ca_topic_score_gemma":0.9991331,"domain_scores_codex":[0.9991015,0.0000191513,0.00003763102,0.00006170307,0.0005330161,0.0002470678],"domain_scores_gemma":[0.9967272,0.0001193255,0.0002826402,0.00003955925,0.002216808,0.0006143413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674161,0.0001275098,0.6723002,0.0008643357,0.0001517193,0.0007493732,0.00156143,0.00131268,0.0007250765,0.004948662,0.1912632,0.1258284],"study_design_scores_gemma":[0.00001233973,0.00002799155,0.8744254,0.0004513412,0.0000675371,0.0001506877,0.00365664,0.001008069,0.0005137273,0.0004405993,0.1191904,0.00005531286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5687355,0.04000108,0.001024761,0.09710632,0.0009345763,0.000125023,0.15709,0.000346913,0.1346358],"genre_scores_gemma":[0.9468884,0.01694649,0.0006826844,0.00419663,0.0001394545,0.00002328359,0.01700702,0.00002715484,0.01408886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05081119,"threshold_uncertainty_score":0.3686627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437146594030025,"score_gpt":0.238140295284388,"score_spread":0.1937688293440878,"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."}}