{"id":"W2044733576","doi":"10.1144/sp374.3","title":"Integration of outcrop and subsurface data during the development of a naturally fractured Eocene carbonate reservoir at the East Ras Budran concession, Gulf of Suez, Egypt","year":2012,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Outcrop; Carbonate; Geology; Geochemistry; Paleontology; Oceanography","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":[0.0007039678,0.0001564031,0.0002917199,0.00003806226,0.000285115,0.0000264341,0.0006140661,0.0001592682,0.0002294994],"category_scores_gemma":[0.0002665022,0.0000844501,0.0001179332,0.0006367591,0.0003948676,0.0003093737,0.0003885678,0.0002677909,0.000002433734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191926,"about_ca_system_score_gemma":0.00004874387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005089089,"about_ca_topic_score_gemma":0.0006397382,"domain_scores_codex":[0.9984481,0.000101831,0.0006200073,0.0001993699,0.0003911613,0.0002395821],"domain_scores_gemma":[0.9986456,0.0001731636,0.000240542,0.0006088252,0.000255194,0.000076685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00037185,0.00128895,0.2536466,0.0007285866,0.003014944,7.447638e-7,0.1129929,0.09315102,0.4735045,0.009539047,0.04449587,0.007264958],"study_design_scores_gemma":[0.001307997,0.0000335543,0.8470588,0.00006177294,0.0001974312,0.000004510386,0.005907405,0.04255524,0.04074765,0.0004276186,0.061171,0.0005269612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918286,0.00129073,0.00165809,0.003770054,0.000103915,0.0002758081,0.00008195807,0.00004672423,0.0009440721],"genre_scores_gemma":[0.9975464,0.000270006,0.001379716,0.00003661874,0.000167546,0.00002325695,0.0002921044,0.00001016729,0.0002742018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5934122,"threshold_uncertainty_score":0.3443775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03448203279613938,"score_gpt":0.2642800150341809,"score_spread":0.2297979822380415,"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."}}