{"id":"W1988931662","doi":"10.2523/iptc-13023-abstract","title":"Applicability of SOS-FR (Steam-Over-Solvent Injection in Fractured Reservoirs) Method for Heavy-Oil Recovery from Deep Fractured Carbonates","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Petroleum engineering; Steam injection; Imbibition; Solvent; Steam-assisted gravity drainage; Water injection (oil production); Enhanced oil recovery; Matrix (chemical analysis); Phase (matter); Geology; Oil sands; Chemistry; Materials science; Chromatography; Composite material; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003118258,0.0003072179,0.0005019343,0.0006668544,0.00003041249,0.00002972674,0.0007522184,0.0006191211,0.00008636792],"category_scores_gemma":[0.0004353967,0.0003352735,0.0001444514,0.0002926286,0.00008574403,0.0002623911,0.00008078584,0.000649421,0.000003387012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677278,"about_ca_system_score_gemma":0.00005302834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003321847,"about_ca_topic_score_gemma":0.0009521628,"domain_scores_codex":[0.9981374,0.00004111205,0.0006690292,0.000527986,0.0002903809,0.0003340527],"domain_scores_gemma":[0.9986199,0.0003687252,0.000211449,0.0005135462,0.0002412383,0.00004520524],"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":[0.001111639,0.0005171312,0.005952929,0.0001139421,0.0004042031,0.00001242082,0.0003449634,0.07304403,0.4690453,0.008789322,0.0005561115,0.440108],"study_design_scores_gemma":[0.001215026,0.0004419881,0.01119689,0.0002051907,0.00003025816,0.000006779253,0.0001007973,0.1818477,0.5362909,0.2616507,0.00649506,0.0005187168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5419975,0.0005994078,0.4511336,0.001115697,0.0004954545,0.0002440531,0.000172308,0.0008273571,0.003414613],"genre_scores_gemma":[0.9508085,0.0002187461,0.04839745,0.00009841384,0.00006471492,0.0002384744,0.00009486012,0.00003023205,0.00004866966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4395893,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445991426726866,"score_gpt":0.2724455082152677,"score_spread":0.2639995167885408,"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."}}