{"id":"W2327074947","doi":"10.2118/179856-ms","title":"Steam Piloting in the Aruma Reservoir, Awali Field, Bahrain","year":2016,"lang":"en","type":"article","venue":"SPE EOR Conference at Oil and Gas West Asia","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbonate; Steam injection; Asphalt; Petroleum engineering; Geology; Carbonate rock; Telmatology; Oil field; Metamorphic petrology; Petroleum reservoir; Oil production; Hydrocarbon; Geochemistry; Geotechnical engineering; Sedimentary rock; Chemistry; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002574192,0.0001901976,0.0001793883,0.0002553994,0.0006838597,0.0002809852,0.0002779703,0.0002287633,0.001763325],"category_scores_gemma":[0.0003036842,0.0001076101,0.0001565308,0.0002101835,0.0003277005,0.0002289516,0.0003724681,0.0002411056,0.0001613898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537043,"about_ca_system_score_gemma":0.0008219849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505037,"about_ca_topic_score_gemma":0.03516462,"domain_scores_codex":[0.9999243,0.00001100671,0.000003657406,0.00001222071,0.00002360126,0.00002520558],"domain_scores_gemma":[0.9998395,0.00004293085,0.00001692357,0.00001131646,0.00004833238,0.00004082863],"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":[0.00179087,0.001015785,0.0428181,0.0003202736,0.00002253422,0.001785732,0.0030261,0.008350701,0.8707206,0.0005415601,0.000359988,0.06924771],"study_design_scores_gemma":[0.0003059351,0.02578853,0.2769519,0.000063679,0.00009802847,0.0004784717,0.008666995,0.02680483,0.6489683,0.0004797513,0.01132806,0.00006549108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989588,0.00001502683,0.0002949157,0.00001666022,0.000003000887,0.00003469885,0.0000264784,0.00001392959,0.0006364667],"genre_scores_gemma":[0.9985675,0.00002435481,0.0006701663,0.000006091711,0.000001583285,0.00001753034,0.00002026703,0.000002557834,0.0006899303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505037,"threshold_uncertainty_score":0.02992558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684833302176472,"score_gpt":0.2315737661680739,"score_spread":0.2147254331463092,"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."}}