{"id":"W2028803754","doi":"10.2118/2002-120-ea","title":"Case Study-A Real-Time Collaborative Workflow for Geosteering a Horizontal Well Offshore Eastern Canada","year":2002,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Workflow; Computer science; Geology; Petroleum engineering; Marine engineering; Oceanography; Database; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001241149,0.0002391899,0.0002307621,0.0002251019,0.0001095594,0.0001866735,0.0003063777,0.00007322442,0.0007399456],"category_scores_gemma":[0.00006599668,0.0002799572,0.00004796027,0.0001651237,0.00001860073,0.000192564,0.0000189389,0.0001702461,0.0000333748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008138287,"about_ca_system_score_gemma":0.0003078891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5525677,"about_ca_topic_score_gemma":0.9447559,"domain_scores_codex":[0.9987541,0.0000320754,0.0002962021,0.0002650208,0.0002558002,0.0003967476],"domain_scores_gemma":[0.9989142,0.0001365019,0.00003692552,0.0002277502,0.0002712313,0.0004133575],"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":[0.000009734911,0.00001619268,0.00303972,0.00002160353,0.0002018616,0.00145649,0.0006297433,0.987583,0.00007942066,0.0001629927,0.005208728,0.001590447],"study_design_scores_gemma":[0.0006272884,0.00005529671,0.0003291436,0.00002510186,0.00001605048,0.0001448422,0.0007821529,0.9664398,0.00002960657,0.00000998259,0.03124594,0.0002947763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781633,0.000066948,0.003195124,0.000169105,0.001073447,0.0002994457,0.0002953539,0.0001179149,0.01661935],"genre_scores_gemma":[0.9945492,0.00001532085,0.001858644,0.00002102382,0.00021859,0.0001015285,0.00004347393,0.00004592905,0.003146327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3921883,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082694669919977,"score_gpt":0.2392592396108692,"score_spread":0.2184322929116694,"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."}}