{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008090625,0.0003226545,0.0004298413,0.0003030205,0.0001746875,0.0006006477,0.0003321293,0.0004495776,0.0009020306],"category_scores_gemma":[0.006553996,0.0002051072,0.0002990111,0.0003899836,0.0003159459,0.0006677252,0.0003631546,0.0005312514,0.0002399345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413412,"about_ca_system_score_gemma":0.0001815458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009489132,"about_ca_topic_score_gemma":0.0007817671,"domain_scores_codex":[0.9991879,0.0001742772,0.00006909629,0.0001581384,0.0003412328,0.00006931886],"domain_scores_gemma":[0.9943269,0.003997023,0.000523307,0.0006090879,0.0004581617,0.00008555102],"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":[0.002982548,0.0002482051,0.04448648,0.0005565423,0.00007211549,0.001814333,0.000740885,0.1195032,0.7496224,0.0009269501,0.0009686952,0.07807771],"study_design_scores_gemma":[0.00002394325,0.0009742671,0.02705067,0.00003093792,0.0000629865,0.0005462473,0.0002311706,0.1748514,0.7940129,0.0003261232,0.001834169,0.00005514356],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523261,0.00027445,0.04466392,0.0001419113,0.00006153476,0.00003049023,0.0004374188,0.001127007,0.0009372553],"genre_scores_gemma":[0.9969894,0.00006215541,0.002432053,0.00002099808,0.000002803107,0.000008140235,0.0001333391,0.00004766648,0.0003034378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009489132,"threshold_uncertainty_score":0.004278779,"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."}}