{"id":"W1828950304","doi":"10.3968/j.aped.1925543820140701.1929","title":"Study on Adaptability of Nitrogen Foam to Control Profile in Offshore Oilfield","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Nitrogen; Submarine pipeline; Petroleum engineering; Permeability (electromagnetism); Porosity; Enhanced oil recovery; Oil field; Offshore geotechnical engineering; Water flooding; Environmental science; Materials science; Geotechnical engineering; Geology; Chemistry; Composite material; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003215136,0.000123655,0.0002228776,0.0001800383,0.00001543432,0.000006503149,0.00007306706,0.00003793886,0.000007066678],"category_scores_gemma":[0.00007169578,0.0001213267,0.00001077468,0.0001364941,0.00001075953,0.0002861327,0.00001848978,0.00009608089,0.000005896876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008878292,"about_ca_system_score_gemma":0.0000169893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002822072,"about_ca_topic_score_gemma":0.0005476065,"domain_scores_codex":[0.9991003,0.00004592254,0.000365435,0.00019073,0.0001548141,0.0001428374],"domain_scores_gemma":[0.9996739,0.00008676316,0.00003384903,0.0001397714,0.00002621174,0.00003947504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003703517,0.0006879899,0.2670692,0.0001987361,0.00003148058,0.000005539859,0.007806367,0.2073359,0.001988384,0.0008059145,0.0001101827,0.51359],"study_design_scores_gemma":[0.009746285,0.004212432,0.2427686,0.0009063637,0.00001829587,0.000002692233,0.01233905,0.05747017,0.6172523,0.01832195,0.03479356,0.00216826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541898,0.0002421137,0.1410908,0.00005374077,0.0001267725,0.0005261244,0.000002806546,0.00012415,0.003643739],"genre_scores_gemma":[0.9907274,0.00009824465,0.008624679,0.00004291075,0.000009344189,0.0004733116,0.000003943519,0.00001145189,0.000008736545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152639,"threshold_uncertainty_score":0.4947561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139487000286314,"score_gpt":0.2576281864370515,"score_spread":0.2436794864084201,"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."}}