{"id":"W2792920274","doi":"10.2118/189724-ms","title":"Electrical Heating — Doing the Same Thing Over and Over Again …","year":2018,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Electric heating; Induction heating; Heating element; Dielectric heating; Heating system; Petroleum engineering; Electrical resistance and conductance; Current (fluid); Microwave heating; Electrical current; Electric power; Microwave; Petroleum; Joule heating; Electrical conductor; Heating oil; Materials science; Electromagnetic heating; Electric field; Dielectric; Electrical engineering; Mechanical engineering; Power (physics); Engineering; Waste management; Geology; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003831956,0.000180953,0.0002061495,0.00004448001,0.0001667267,0.00009527289,0.0002323596,0.0001088566,0.00008870741],"category_scores_gemma":[0.000271162,0.0001441262,0.00003096913,0.0002664732,0.00008586338,0.00008612936,0.00006238433,0.0005008694,0.000001577407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748188,"about_ca_system_score_gemma":0.0001710907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02797298,"about_ca_topic_score_gemma":0.06454641,"domain_scores_codex":[0.9987559,0.00005665671,0.0002632605,0.0002242641,0.0003093849,0.0003904807],"domain_scores_gemma":[0.9990264,0.0004387982,0.00002502561,0.0003070591,0.00005233884,0.0001503808],"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":[0.0001175995,0.00004126475,0.005452064,0.0005156811,0.0002008444,0.0001154533,0.0008985007,0.4810814,0.07386253,0.04881838,0.02792146,0.3609749],"study_design_scores_gemma":[0.0002747433,0.00004169366,0.004721647,0.00009978325,0.00001174326,0.00001721957,0.00002164795,0.9556085,0.002011813,0.000659069,0.03618435,0.0003477872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757466,0.0007193037,0.1030593,0.0007818845,0.0004660361,0.0001343633,0.00001041822,0.0006517762,0.01843029],"genre_scores_gemma":[0.9853224,0.00005970776,0.0139233,0.0003011696,0.0001962391,0.000008849877,0.000001913619,0.00002853013,0.0001579324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4745272,"threshold_uncertainty_score":0.9784998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644702191958158,"score_gpt":0.2632666343941968,"score_spread":0.2468196124746152,"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."}}