{"id":"W4410304524","doi":"10.2118/225168-ms","title":"Solar-Powered Flare Gas Compression: A Sustainable Path to Zero Flaring in Off-Grid Oil and Gas Fields","year":2025,"lang":"en","type":"article","venue":"","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Grid; Flare; Fossil fuel; Path (computing); Solar flare; Materials science; Environmental science; Aerospace engineering; Physics; Computer science; Engineering; Geology; Astrophysics; Waste management","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":[0.0000873496,0.0002055985,0.0002180865,0.0002506719,0.0003085789,0.0005174594,0.0003885492,0.0002851134,0.001480445],"category_scores_gemma":[0.0001022659,0.00007945048,0.0001265855,0.0003660371,0.0001660866,0.0005466023,0.000281605,0.0002348607,0.000293842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279762,"about_ca_system_score_gemma":0.0002227793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587887,"about_ca_topic_score_gemma":0.003289363,"domain_scores_codex":[0.9999213,0.000008471394,0.00000228443,0.00001259545,0.00004279696,0.00001260102],"domain_scores_gemma":[0.999959,0.000007396542,0.000006261088,0.000005919542,0.00001660298,0.000004818964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006365794,0.0003326139,0.007387409,0.0005024077,0.00005173703,0.0005815412,0.0001232302,0.0603842,0.5561919,0.007125746,0.003925571,0.3627571],"study_design_scores_gemma":[0.00009295608,0.0008570579,0.01301889,0.00008836159,0.00006003551,0.0004724512,0.0004747648,0.3302982,0.6149797,0.007167033,0.03243414,0.00005641234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474499,0.002536484,0.1141425,0.0007876169,0.0001128672,0.00009878782,0.0002751955,0.001002057,0.03359459],"genre_scores_gemma":[0.9930624,0.000303497,0.004670355,0.00003286849,0.000009481266,0.00001109943,0.00005545206,0.0000148086,0.001840073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587887,"threshold_uncertainty_score":0.00495261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006034426224421984,"score_gpt":0.2221272437278601,"score_spread":0.2160928175034381,"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."}}