{"id":"W2284849214","doi":"10.2523/iptc-11490-ms","title":"Development of highly contaminated gas &amp; oil fields, breakthrough CO2/H2S Separation Technologies","year":2007,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abu dhabi; Crude oil; Middle East; Emerging technologies; Fossil fuel; Natural gas; Contamination; Natural gas field; Resource (disambiguation); Environmental science; Petroleum; Investment (military); Petroleum engineering; Computer science; Natural resource economics; Engineering; Geology; Waste management; Geography; Economics","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":[0.00052115,0.000337118,0.0001619083,0.0005774064,0.0004675241,0.001063547,0.0003576647,0.0004773303,0.00437849],"category_scores_gemma":[0.0002283782,0.0001494697,0.000243522,0.0004816991,0.0003138854,0.0009348076,0.0005533983,0.0005717537,0.001247979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946433,"about_ca_system_score_gemma":0.001560502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142347,"about_ca_topic_score_gemma":0.006057137,"domain_scores_codex":[0.9996819,0.00002184998,0.00001290064,0.00003292617,0.0002084959,0.00004190984],"domain_scores_gemma":[0.9997944,0.00001646584,0.00002660569,0.00001662841,0.0001001384,0.00004578496],"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":[0.0003258486,0.0004547703,0.003857871,0.0008660282,0.00001912206,0.0006975782,0.0002579644,0.009015013,0.6349224,0.02420496,0.01536211,0.3100163],"study_design_scores_gemma":[0.00008500393,0.001278603,0.009461673,0.0001456787,0.00002347116,0.0006323665,0.0003582807,0.008289913,0.7199717,0.004780658,0.2549298,0.00004299901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6003511,0.01653203,0.09379263,0.005536899,0.0005886355,0.0007275624,0.001638548,0.00144145,0.2793911],"genre_scores_gemma":[0.8316353,0.01253633,0.05682886,0.0004779823,0.00007520265,0.0001742887,0.001591404,0.00009517156,0.09658547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00437849,"threshold_uncertainty_score":0.01464754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234060889704028,"score_gpt":0.2521928767054195,"score_spread":0.2398522678083792,"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."}}