{"id":"W1999587945","doi":"10.2118/72096-pa","title":"Screening and Coreflood Testing of Gel Foams To Control Excessive Gas Production in Oil Wells","year":2001,"lang":"en","type":"article","venue":"SPE Reservoir Evaluation & Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Petroleum engineering; Core (optical fiber); Blocking (statistics); Materials science; Differential pressure; Polymer; Fossil fuel; Chemical engineering; Composite material; Chemistry; Geology; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001048528,0.0002030984,0.0002783278,0.0004164049,0.00002725358,0.00002845536,0.0001260379,0.00008950016,0.00002006565],"category_scores_gemma":[0.001280459,0.0002344969,0.00003258213,0.0007527694,0.00001358202,0.0003503636,0.00003644404,0.0002088825,0.00000400851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800058,"about_ca_system_score_gemma":0.00002462052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005458375,"about_ca_topic_score_gemma":0.00004862516,"domain_scores_codex":[0.9985278,0.00004082543,0.0004279419,0.0002745251,0.0004134522,0.0003154913],"domain_scores_gemma":[0.9992346,0.0001669312,0.00006668164,0.0002478893,0.0002006637,0.00008327968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000149437,0.000009458636,0.001959425,0.0001127508,0.00001792038,0.000002754662,0.0001318526,0.8184541,0.1108896,0.00001442671,0.00002579008,0.06836702],"study_design_scores_gemma":[0.0006754069,0.00007506971,0.00918337,0.0007866242,0.00003051699,0.00001661665,0.00005319255,0.9059427,0.08241592,0.0002588194,0.000274607,0.0002871348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542296,0.0007507323,0.04282717,0.0001354402,0.0001772022,0.0003834329,0.000003946687,0.0003553928,0.001137108],"genre_scores_gemma":[0.9652126,0.000252054,0.03415924,0.000008757013,0.0001207657,0.0001475938,0.000005893083,0.0000560687,0.00003701003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08748863,"threshold_uncertainty_score":0.9562504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014463909799458,"score_gpt":0.2743080752587734,"score_spread":0.2441634361607788,"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."}}