{"id":"W2105918602","doi":"10.2118/2007-056-ea","title":"Upscaling of Kinetic Parameters for Simulation of Reactive In Situ Bitumen Recovery","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphalt; In situ; Kinetic energy; Environmental science; Petroleum engineering; Computer science; Materials science; Geology; Chemistry; Physics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149196,0.00007534452,0.000124981,0.0001963009,0.00001608935,0.000007967185,0.0001778813,0.00006274778,0.000341133],"category_scores_gemma":[0.0001151102,0.00007720373,0.0000432807,0.000114707,0.00007557857,0.0001029964,0.0000202331,0.0000800183,0.000009117969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149964,"about_ca_system_score_gemma":0.00005749086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03694643,"about_ca_topic_score_gemma":0.07560217,"domain_scores_codex":[0.9991717,0.00001619269,0.0003040789,0.0001654939,0.0001585129,0.000183971],"domain_scores_gemma":[0.9993991,0.0002130024,0.0001505145,0.00009233119,0.00003891793,0.0001061879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000142991,0.0000386281,0.0290093,0.00001287884,0.00004028829,0.000005353563,0.0004668106,0.9317753,0.0325806,0.001586277,0.0000370241,0.004304607],"study_design_scores_gemma":[0.002533268,0.0005282371,0.2746205,0.0003220354,0.00005130421,0.000006409247,0.0008421257,0.6346695,0.05743595,0.02022664,0.008086014,0.0006779511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632953,0.000009406352,0.005595824,0.0001051766,0.000191364,0.0001165749,0.00003271392,0.00000268973,0.0306509],"genre_scores_gemma":[0.9985248,0.000005792765,0.001067495,0.00004574945,0.00001223848,0.000005243356,0.00002579653,0.000006339011,0.000306524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2971057,"threshold_uncertainty_score":0.9694666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916383926419234,"score_gpt":0.2486335068594033,"score_spread":0.229469667595211,"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."}}