{"id":"W4395682940","doi":"10.5419/bjpg2024-0003","title":"MODEL-BASED ANALYSIS TO EVALUATE THE EFFECT OF POLYMER PROPERTIES AND PHYSICAL PHENOMENA ON POLYMER FLOODING OPERATIONS","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Petroleum and Gas","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Estadual de Campinas; Fundação de Amparo à Pesquisa do Estado de São Paulo; Energi Simulation","keywords":"Flooding (psychology); Polymer; Computer science; Environmental science; Reliability engineering; Forensic engineering; Materials science; Engineering; Psychology; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836945,0.0007750848,0.0006951659,0.0005930781,0.0003310204,0.0008048318,0.0005970926,0.0009126085,0.002532589],"category_scores_gemma":[0.0009783198,0.0002766525,0.0008736619,0.0003612142,0.000237025,0.0004818752,0.000380842,0.0005602914,0.0003121417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007401127,"about_ca_system_score_gemma":0.0009835515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01776802,"about_ca_topic_score_gemma":0.01013561,"domain_scores_codex":[0.9998608,0.00003431607,0.00001019553,0.00002369768,0.00004300847,0.0000278981],"domain_scores_gemma":[0.9996077,0.0002156154,0.00004748505,0.0000364218,0.00007903355,0.00001384195],"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":[0.0000339753,0.0000872565,0.001889173,0.00007015209,0.0000220773,0.00004221248,0.00001600464,0.988529,0.004269193,0.0004612672,0.0001295706,0.004450035],"study_design_scores_gemma":[0.000005890922,0.00006143712,0.0008003807,0.000005520241,0.00001365974,0.000009765373,0.00001703911,0.996914,0.001764846,0.0001272839,0.0002750389,0.000005053721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8471295,0.0005109506,0.1296802,0.0002488116,0.00006435205,0.0002604589,0.001124764,0.0008960889,0.02008482],"genre_scores_gemma":[0.9898028,0.0001578868,0.008141437,0.00001286415,0.000004305329,0.0001016378,0.0002992844,0.00004018655,0.001439665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776802,"threshold_uncertainty_score":0.03532922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058177054142121,"score_gpt":0.248234130372516,"score_spread":0.2376523598310948,"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."}}