{"id":"W4393930923","doi":"10.1016/j.geoen.2024.212808","title":"Melting and removing wax deposition by thermal washing in oil well","year":2024,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Wax; Materials science; Deposition (geology); Thermal; Chemical engineering; Composite material; Geology; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003017655,0.00008691078,0.00008206745,0.0001325364,0.0001287381,0.0003066575,0.00008453325,0.00003575067,0.000005818988],"category_scores_gemma":[0.00004255476,0.00008123748,0.0000134266,0.0003607279,0.00004454632,0.0004203495,0.00005059743,0.0001248148,7.832908e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005372968,"about_ca_system_score_gemma":0.00002437293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535129,"about_ca_topic_score_gemma":0.000009417082,"domain_scores_codex":[0.9992163,0.000002010898,0.0001063386,0.0002617112,0.0001629207,0.0002507454],"domain_scores_gemma":[0.9998251,0.00002338311,0.00001241757,0.00006297798,0.00001289741,0.00006322521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[5.596295e-7,0.000002045179,0.0001842084,0.0001132992,0.000003494986,0.000009389011,0.0002180249,0.009428281,0.8962529,0.00004134249,0.000003738703,0.09374273],"study_design_scores_gemma":[0.00006382468,0.000002549069,0.00009913349,0.0004350731,0.000009662613,0.00002411459,0.0002028296,0.9275783,0.06989397,0.000005168331,0.001536232,0.0001491112],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908921,0.003456067,0.0003166356,0.00009838648,0.0000361755,7.754611e-7,6.13384e-7,0.00008880054,0.005110505],"genre_scores_gemma":[0.9988869,0.0001444347,0.000345855,0.00001844435,0.00005356921,0.000002168197,0.000001809443,0.000008417202,0.0005384122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9181501,"threshold_uncertainty_score":0.3312768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002714245348607998,"score_gpt":0.1809279437026746,"score_spread":0.1782136983540666,"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."}}