{"id":"W2586436052","doi":"10.2118/185010-ms","title":"Development of a Non-Equilibrium Pore Scale Reservoir Simulator","year":2017,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Steam injection; Dissolution; Petroleum engineering; Solvent; Asphalt; Drop (telecommunication); Reservoir simulation; Thermodynamics; Work (physics); Thermal; Heat transfer; Materials science; Chemistry; Geology; Mechanical engineering; Engineering; Organic chemistry; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001960554,0.0002593695,0.0004196596,0.00006023037,0.0001391507,0.00006142116,0.001060123,0.0001890843,0.00008477487],"category_scores_gemma":[0.0001707052,0.0002695697,0.0000578671,0.00009196145,0.0001569519,0.0001968724,0.0002545344,0.0003611831,0.000004908448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965098,"about_ca_system_score_gemma":0.001288735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01939163,"about_ca_topic_score_gemma":0.5004387,"domain_scores_codex":[0.9982564,0.00001068106,0.0005114046,0.0003142827,0.000454513,0.0004527094],"domain_scores_gemma":[0.9983153,0.00005710557,0.0001309455,0.00110155,0.0001691442,0.0002259043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001509215,0.000121378,0.00213216,0.001705816,0.0001333162,0.0001810526,0.0002240578,0.002419305,0.7287259,0.001252896,0.03082013,0.2321331],"study_design_scores_gemma":[0.0003831174,0.00006071898,0.01043944,0.0006759995,0.00001580699,0.00001006984,0.00003399285,0.008951643,0.9269422,0.0006814049,0.05102674,0.0007789154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129758,0.00009577378,0.006262891,0.0003583922,0.0003846382,0.0001926425,0.00006601887,0.0006045708,0.07905926],"genre_scores_gemma":[0.9626192,0.00003410799,0.03670374,0.00003775913,0.00003517938,0.00003743708,0.00001140508,0.00004307773,0.0004780893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4810471,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963482825225553,"score_gpt":0.2582994271054726,"score_spread":0.2386645988532171,"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."}}