{"id":"W2046515538","doi":"10.2118/127854-ms","title":"Qualitative and Quantitative Interpretation: The State of the Art in Temperature Logging","year":2010,"lang":"en","type":"article","venue":"North Africa Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro Geotech (Canada)","funders":"","keywords":"Thermometer; Joule–Thomson effect; Temperature measurement; Casing; Interpretation (philosophy); Adiabatic process; Mechanics; Materials science; Petroleum engineering; Geology; Thermodynamics; Computer science; Physics","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":[0.01829652,0.001530432,0.002073352,0.008002866,0.001637678,0.0159401,0.004675856,0.004076686,0.006364548],"category_scores_gemma":[0.02499929,0.001040654,0.001769206,0.007900012,0.02498622,0.01793659,0.004750497,0.004714273,0.001966765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377344,"about_ca_system_score_gemma":0.00267728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280971,"about_ca_topic_score_gemma":0.0007606887,"domain_scores_codex":[0.9782005,0.01045619,0.001301744,0.002999816,0.006506768,0.0005350068],"domain_scores_gemma":[0.9549256,0.0318269,0.002171939,0.005984633,0.004646478,0.0004443999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001004346,0.0001199419,0.002094831,0.004027868,0.0001166104,0.000216436,0.00223734,0.005013188,0.00165354,0.6164587,0.009079802,0.3588813],"study_design_scores_gemma":[0.00001923251,0.0001219275,0.001980365,0.003589881,0.0000504217,0.0004099421,0.002476078,0.03094962,0.00201519,0.7913709,0.1668062,0.0002103909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007429216,0.3315061,0.600068,0.01288807,0.003112633,0.0001300272,0.0003894457,0.0008062688,0.04367034],"genre_scores_gemma":[0.4015395,0.2226665,0.3393972,0.006282502,0.01432379,0.0005362799,0.0006383805,0.001153311,0.01346254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01829652,"threshold_uncertainty_score":0.09676242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380031221335301,"score_gpt":0.3062434633605193,"score_spread":0.2724431511471663,"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."}}