{"id":"W2383989309","doi":"","title":"Canadian oil sands recovery technology and future outlook","year":2011,"lang":"en","type":"article","venue":"Special Oil & Gas Reservoirs","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Oil boom; Boom; Enhanced oil recovery; Oil reserves; Petroleum industry; Investment (military); Petroleum engineering; Crude oil; Engineering; Environmental science; Petroleum; Geology; Environmental engineering; Geography; Economics; Political science; Asphalt; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001274532,0.0002417171,0.0003085981,0.0009688481,0.0001642244,0.00005802908,0.0003170391,0.0003396448,0.001442217],"category_scores_gemma":[0.00003124942,0.0002325697,0.0001029234,0.0009577341,0.00009184935,0.0002323291,0.00005403181,0.0003633524,0.0002081116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001916555,"about_ca_system_score_gemma":0.0001028741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006574074,"about_ca_topic_score_gemma":0.2656556,"domain_scores_codex":[0.9986691,0.00002893303,0.0002902557,0.0002912518,0.0002027654,0.0005176198],"domain_scores_gemma":[0.9990861,0.00001060526,0.00003332027,0.0004116123,0.00006600233,0.0003923294],"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":[0.0002364193,0.0001386122,0.01083348,0.0004168233,0.001266558,0.000983797,0.008773412,0.005579207,0.001759263,0.009421209,0.1109293,0.8496619],"study_design_scores_gemma":[0.0006605338,0.00009266139,0.0006743231,0.00004254168,0.00007859174,0.00002587476,0.002272132,0.00424742,0.001584668,0.002943453,0.9866696,0.0007082109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2727654,0.001566682,0.00003056795,0.004622976,0.001526306,0.00004447753,0.00003567845,0.0004229163,0.718985],"genre_scores_gemma":[0.9398651,0.02207101,0.001729926,0.0004805981,0.01007474,0.0000991441,0.00009651676,0.0002162584,0.02536666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8757403,"threshold_uncertainty_score":0.9994706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008850403600936474,"score_gpt":0.1902066510902931,"score_spread":0.1813562474893566,"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."}}