{"id":"W2042780632","doi":"10.2118/0309-0083-jpt","title":"How In-Situ Combustion Works in a Fractured System","year":2009,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Combustion; Enhanced oil recovery; Block (permutation group theory); Scale (ratio); Carbonate; Ignition system; Geology; Process engineering; Environmental science; Engineering; Materials science; Chemistry; Metallurgy; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054989,0.000174902,0.0005803373,0.001383652,0.00003748831,0.00007603065,0.0004225587,0.0005045868,0.000009375338],"category_scores_gemma":[0.0001508796,0.0001529012,0.0001388096,0.0007133344,0.00005186068,0.0002299207,0.00002321488,0.001234241,0.000002448895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003688251,"about_ca_system_score_gemma":0.00006847937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003736714,"about_ca_topic_score_gemma":0.000040764,"domain_scores_codex":[0.9986344,0.00002366034,0.0005693455,0.0001878265,0.0002567863,0.0003279845],"domain_scores_gemma":[0.9989656,0.00003019791,0.0006121201,0.0002371853,0.0000969489,0.00005792445],"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":[0.000253251,0.000483184,0.02755097,0.0001489362,0.00009137305,0.001460761,0.0001354684,0.001463827,0.7695662,0.0005817902,0.000149896,0.1981143],"study_design_scores_gemma":[0.03917857,0.002376822,0.04668377,0.02370959,0.001163899,0.009863934,0.04146077,0.01844591,0.7580769,0.01233767,0.0428896,0.003812532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849942,0.003204222,0.001184992,0.007459395,0.00006438085,0.000004306675,6.53415e-7,0.00008251642,0.003005333],"genre_scores_gemma":[0.9986948,0.00009551569,0.0005617893,0.00004742121,0.0001200354,0.00000182582,0.000001483364,0.00001081005,0.0004663175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1943017,"threshold_uncertainty_score":0.623513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005394186108104681,"score_gpt":0.2216264562580628,"score_spread":0.2162322701499581,"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."}}