{"id":"W2034251394","doi":"10.1190/tle33020130.1","title":"Introduction to this special section: 4D","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Construction Association","funders":"","keywords":"Pace; Section (typography); Special section; Geology; Petroleum industry; Environmental science; Computer science; Geodesy; Engineering; Paleontology; Engineering 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":[0.001926378,0.00201322,0.001457412,0.003320246,0.002049718,0.005107527,0.002246588,0.003850288,0.2191148],"category_scores_gemma":[0.006601288,0.0006902605,0.001126131,0.002283567,0.00171198,0.003957164,0.00338806,0.004544835,0.1540178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246777,"about_ca_system_score_gemma":0.001549864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130799,"about_ca_topic_score_gemma":0.001538749,"domain_scores_codex":[0.9981251,0.0002468433,0.0001853138,0.0004498972,0.000851821,0.0001410492],"domain_scores_gemma":[0.9953873,0.001074181,0.0002769332,0.0006877832,0.001856198,0.0007176294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002640704,0.00004094193,0.0002503323,0.0003468004,0.000008507058,0.0001429485,0.0000505468,0.0002344815,0.0008010879,0.01696153,0.8754119,0.1057246],"study_design_scores_gemma":[0.000001606743,0.0000185391,0.0001023833,0.000102777,0.000002341175,0.0002285046,0.00001735059,0.0001421076,0.000112998,0.002179327,0.9970858,0.000006391722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009054866,0.0367379,0.05789471,0.02016778,0.5284099,0.0004956346,0.001997101,0.00307178,0.3503197],"genre_scores_gemma":[0.009761125,0.05661147,0.01906532,0.01831182,0.2650706,0.0005490392,0.002993404,0.003544427,0.6240928],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2191148,"threshold_uncertainty_score":0.7330121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528818406423674,"score_gpt":0.256649034270775,"score_spread":0.2413608502065383,"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."}}