{"id":"W3011347783","doi":"10.2118/199910-ms","title":"Feasibility of Electromagnetic Heating for Oil Sand Reservoirs","year":2020,"lang":"en","type":"article","venue":"","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Steam injection; Electromagnetic heating; Electric heating; Electromagnetic field; Environmental science; Nuclear engineering; Electromagnetic radiation; Thermal; Process (computing); Process engineering; Mechanical engineering; Engineering; Electrical engineering; Computer science; Optics; Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001749784,0.00006700239,0.000167491,0.00001144323,0.00004993209,0.00001048551,0.0001195857,0.00002985877,0.000986494],"category_scores_gemma":[0.0004937595,0.00004740169,0.00007156261,0.0002811211,0.00003258613,0.00004462519,0.000005516695,0.00006902506,0.0000222046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.216177e-7,"about_ca_system_score_gemma":0.00002180403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005613322,"about_ca_topic_score_gemma":0.00007916304,"domain_scores_codex":[0.9992428,0.00006640831,0.0001666332,0.0001919359,0.0001182633,0.0002139003],"domain_scores_gemma":[0.9992289,0.0004848897,0.00003399077,0.00007921328,0.000038946,0.0001340899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004698266,0.00005136541,0.07138857,0.0002558826,0.00001646812,0.000001060647,0.0001635933,0.0006930656,0.008435439,0.0003068672,0.0008097446,0.9174081],"study_design_scores_gemma":[0.001443595,0.006530786,0.728067,0.00001496353,0.00004554389,0.000002029824,0.00009526341,0.1839999,0.03583803,0.04151178,0.002026761,0.0004243758],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809259,0.0001759642,0.0007763273,0.002044556,0.00002838476,0.00009890151,0.0000180673,0.00003020842,0.0159017],"genre_scores_gemma":[0.975938,0.000004994449,0.02322683,0.0004432189,0.00007619606,9.051899e-7,0.00001046419,0.000001289793,0.0002980741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9169837,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094012662690577,"score_gpt":0.279228096124125,"score_spread":0.2282879694972192,"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."}}