{"id":"W2496356427","doi":"","title":"Effect of Transient Temperature on MWD Resistivity Logs","year":2003,"lang":"en","type":"article","venue":"Petrophysics – The SPWLA Journal of Formation Evaluation and Reservoir Description","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Wellbore; Infiltration (HVAC); Petroleum engineering; Drilling fluid; Electrical resistivity and conductivity; Thermal conduction; Geology; Drilling; Transient (computer programming); Mineralogy; Mechanics; Materials science; Composite material; Electrical engineering","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":[0.002191453,0.0001250519,0.0001873609,0.0001379655,0.00009383036,0.00004379269,0.00007663386,0.00005839378,0.000008905939],"category_scores_gemma":[0.0001611447,0.00008146013,0.00009641158,0.0001977654,0.00002350516,0.0004025622,0.000003405696,0.000266413,0.00000272839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009950276,"about_ca_system_score_gemma":0.00001892308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001007019,"about_ca_topic_score_gemma":7.35077e-7,"domain_scores_codex":[0.9986721,0.0002873463,0.0003588786,0.00005825095,0.0005141132,0.0001093303],"domain_scores_gemma":[0.9993275,0.0001011458,0.0001523273,0.0001286856,0.0002454436,0.00004492538],"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":[0.00009943832,0.0000252538,0.00002478554,0.0002401915,0.00004679369,6.142537e-7,0.0005506782,0.9284742,0.06278103,0.0007658676,0.0003242585,0.006666912],"study_design_scores_gemma":[0.002544225,0.001272399,0.00494458,0.0005062247,0.0002969604,0.00006698688,0.0002096368,0.8077902,0.1794606,0.001236152,0.001403981,0.0002680562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780127,0.0005057937,0.01992162,0.00006214662,0.0005152434,0.0001805129,0.000003147544,0.00001900403,0.0007797916],"genre_scores_gemma":[0.9994701,0.0002797155,0.0001203835,0.000008349702,0.00007751762,0.00000496296,0.000005864274,0.00001285463,0.00002032459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120684,"threshold_uncertainty_score":0.3321848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269722214836099,"score_gpt":0.2356984809472711,"score_spread":0.2230012587989101,"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."}}