{"id":"W2789987714","doi":"10.5220/0006608500740084","title":"A Visual Analytics Framework for Exploring Uncertainties in Reservoir Models","year":2018,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Visual analytics; Computer science; Analytics; Data science; Interactive visual analysis; Visualization; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0002896835,0.00009559723,0.0001321092,0.0001982687,0.00008445104,0.0002047943,0.000608195,0.0000493381,0.00001966751],"category_scores_gemma":[0.0001734966,0.00008583899,0.00004160111,0.000732029,0.00004972443,0.0009774767,0.0002354125,0.00006570572,0.00002209047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004103282,"about_ca_system_score_gemma":0.00005389636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003569725,"about_ca_topic_score_gemma":0.000108276,"domain_scores_codex":[0.9990154,0.00002250085,0.000231417,0.0002819331,0.0001901058,0.000258635],"domain_scores_gemma":[0.9992267,0.0001340088,0.00004502753,0.0003689694,0.0001593367,0.00006591806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004839064,0.00003895456,0.0001860965,0.000009437626,0.000006680516,0.000001016121,0.0005870088,0.002318197,0.000005538261,0.9936603,0.001236767,0.001945114],"study_design_scores_gemma":[0.0001202708,0.00007301086,0.00002831468,0.00002824292,0.000002038398,3.447754e-7,0.0002140496,0.8057229,0.0003902642,0.1897131,0.003603661,0.0001037952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005698148,0.00001209158,0.9918792,0.0007165946,0.0001972309,0.00009482719,0.000002709716,0.0001125882,0.001286663],"genre_scores_gemma":[0.6836496,0.00003736922,0.3141742,0.0009907506,0.0001883051,0.00002837918,0.000007956556,0.00001191287,0.0009115088],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8039472,"threshold_uncertainty_score":0.3500413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171887503662647,"score_gpt":0.3784767957541406,"score_spread":0.2065892920914937,"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."}}