{"id":"W2087972653","doi":"10.2118/93241-ms","title":"Gas flood-Flow Pattern Evaluation: Mesozoic Chiapas-Tabasco Basin Field Revisited","year":2005,"lang":"en","type":"article","venue":"All Days","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oncolytics Biotech (Canada)","funders":"","keywords":"Injector; TRACER; Geology; Structural basin; Injection well; Petroleum engineering; Hydrology (agriculture); Flood myth; Dew point; Wireline; Flow (mathematics); Environmental science; Geomorphology; Geotechnical engineering; Meteorology; Engineering; Geography; Mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006419239,0.00019213,0.0002063454,0.0001084578,0.0000428039,0.00005281433,0.0001822328,0.0001118966,0.00143284],"category_scores_gemma":[0.0001633257,0.0001970227,0.00009038121,0.0001924524,0.000007107448,0.0001831709,0.00002530055,0.0002233841,0.0002344154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006801356,"about_ca_system_score_gemma":0.00001266291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276059,"about_ca_topic_score_gemma":0.00001044982,"domain_scores_codex":[0.9987868,0.00008931802,0.0002934798,0.0002065967,0.0003403421,0.0002834284],"domain_scores_gemma":[0.9991767,0.0001791699,0.00002468731,0.000445197,0.00006559395,0.0001086155],"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":[0.000002563847,0.00001067044,0.0005276094,0.00005071846,0.00005207889,0.00000219699,0.0001681515,0.9056662,0.0003923652,0.00002954546,0.00965357,0.08344432],"study_design_scores_gemma":[0.0005244311,0.00002002258,0.001106346,0.00004603533,0.00004056995,0.000004500668,0.000006098385,0.9289458,0.002321365,0.00006779343,0.06669719,0.0002198757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3476881,0.003283975,0.6221405,0.002113512,0.001066215,0.0005963086,0.00002577922,0.001258284,0.02182726],"genre_scores_gemma":[0.9535441,0.000188048,0.04444517,0.0005019451,0.0008129209,0.00004183007,0.00009178592,0.00006401842,0.0003101554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.605856,"threshold_uncertainty_score":0.99948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465252805318782,"score_gpt":0.2876196955963309,"score_spread":0.2629671675431431,"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."}}