{"id":"W2124996843","doi":"10.1109/wcse.2009.118","title":"Enhancing Petrel Modeling Software Using Plugins","year":2009,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Plug-in; Computer science; Ranking (information retrieval); Petrel; Software; Data mining; Information retrieval; Programming language; Biology; Ecology","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":[0.0001408349,0.0001281987,0.0001343195,0.0001084425,0.00005014693,0.00003820963,0.00008746234,0.00006432357,0.00005342036],"category_scores_gemma":[0.00005234868,0.0001291042,0.00005234207,0.0001687058,0.00000286583,0.0001535344,0.000007741088,0.0001325682,0.00001280794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000586833,"about_ca_system_score_gemma":0.000008459964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008273826,"about_ca_topic_score_gemma":0.000001794417,"domain_scores_codex":[0.9993279,0.00001051351,0.0001904144,0.0001153541,0.0001224484,0.0002333733],"domain_scores_gemma":[0.9996715,0.0000357002,0.000007439892,0.0001815177,0.00002755987,0.000076337],"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":[7.799957e-7,0.000002883576,0.0000204927,0.00001372767,0.00000548879,0.000001826046,0.00006392956,0.9897179,0.008637111,0.00009098782,0.00001261079,0.001432271],"study_design_scores_gemma":[0.0001351418,0.000007169085,0.00003683085,0.00002465292,0.000005021392,0.000003878458,0.00001965504,0.9945863,0.004487386,0.0004232707,0.0001067055,0.0001639375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3372623,0.0001364876,0.6605516,0.000007467529,0.0001243022,0.00003025484,4.519983e-7,0.000719137,0.00116795],"genre_scores_gemma":[0.6376848,0.000009769279,0.362085,0.00002021861,0.00007476241,6.122355e-7,0.000001489354,0.00001810542,0.0001052502],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3004225,"threshold_uncertainty_score":0.5264719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981629250713851,"score_gpt":0.2827263819314616,"score_spread":0.2529100894243231,"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."}}