{"id":"W4404296638","doi":"10.1016/j.petsci.2024.11.005","title":"Experimental investigation of hybrid enhanced oil recovery techniques for Ugnu Heavy Oil on Alaska North Slope","year":2024,"lang":"en","type":"article","venue":"Petroleum Science","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Geology; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002663258,0.0001240507,0.0001516975,0.000363994,0.00008841086,0.00009338661,0.0002333713,0.0000220513,0.00001687767],"category_scores_gemma":[0.00003978832,0.0001107803,0.00008895893,0.0006457924,0.0001640934,0.0004422237,0.00002696269,0.00008820448,0.00001908434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395614,"about_ca_system_score_gemma":0.00008818625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008278792,"about_ca_topic_score_gemma":0.00001320946,"domain_scores_codex":[0.9989059,0.00001220804,0.000236554,0.0002802275,0.0003516674,0.0002134709],"domain_scores_gemma":[0.9995822,0.00004207459,0.00002959495,0.0002054693,0.00004928792,0.00009141104],"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":[0.00001901002,0.00002312527,0.00003553016,0.0001502759,0.0000247385,0.000002442057,0.0004459675,0.0509482,0.9290027,0.0001158901,0.000536965,0.01869516],"study_design_scores_gemma":[0.00005271664,0.00008990245,0.00002524343,0.00007093774,0.000007055047,0.000001085388,0.00005294693,0.1697769,0.8290244,0.00003925566,0.0007502848,0.0001092218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819644,0.0002855329,0.01013402,0.0001855028,0.0003644744,0.00003260387,0.0000175638,0.0003560987,0.006659808],"genre_scores_gemma":[0.9977192,0.0001167006,0.001243808,0.00005959412,0.00006883076,0.00009293375,0.00001536744,0.00001786561,0.0006657306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188287,"threshold_uncertainty_score":0.4517489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234030428725443,"score_gpt":0.2439687604205407,"score_spread":0.2316284561332863,"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."}}