{"id":"W4402263126","doi":"10.62973/09-075r1","title":"OWS-6 3D Flythrough (W3DS) Engineering Report","year":2009,"lang":"en","type":"report","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Joint Program Executive Office for Chemical, Biological, Radiological and Nuclear Defense; Natural Resources Canada; U.S. Geological Survey","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00112759,0.0007756953,0.0009728299,0.0004404511,0.00004976925,0.0001388337,0.0003762021,0.0008528166,0.000440847],"category_scores_gemma":[0.0007201919,0.0007871422,0.000348081,0.0004507139,0.00001494514,0.0002087789,0.00005384599,0.001062026,0.0001026273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005528772,"about_ca_system_score_gemma":0.0002141055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000552792,"about_ca_topic_score_gemma":0.000004000201,"domain_scores_codex":[0.9964607,0.00002313103,0.001116369,0.0005612582,0.001148822,0.0006896545],"domain_scores_gemma":[0.9979292,0.0001572471,0.000115431,0.001206097,0.0003440145,0.000247996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001176866,0.000009174792,0.00002429937,0.0004221711,0.0001395509,0.0004405638,0.00002124667,0.9491425,0.0001095438,0.00003173842,0.04338527,0.006272768],"study_design_scores_gemma":[0.0001608233,0.00001619096,0.0003525558,0.0001750447,0.00005342735,0.0005677955,0.000002323745,0.2978796,0.0002733097,0.00002335609,0.699745,0.0007505663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001477454,0.003410915,0.4624066,0.00003806117,0.005986493,0.0003989401,0.00002068096,0.00519442,0.5210664],"genre_scores_gemma":[0.04085689,0.009447697,0.7295881,0.0000835739,0.01015504,0.0002131355,0.001287751,0.001600978,0.2067668],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6563597,"threshold_uncertainty_score":0.999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332838490162629,"score_gpt":0.3103565853671991,"score_spread":0.2770727363509362,"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."}}