{"id":"W7029280551","doi":"","title":"Integration of rock physics and reservoir simulation for the interpretation of time-lapse seismic data at Weyburn Field, Saskatchewan","year":2007,"lang":"en","type":"dissertation","venue":"Digital Collections of Colorado (Colorado State University)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Colorado School of Mines","keywords":"Interpretation (philosophy); Reservoir modeling; Petroleum reservoir; Field (mathematics); Geomechanics; Reservoir simulation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000386329,0.0004174222,0.0004128989,0.0006006466,0.0007460951,0.001206918,0.001001219,0.0006002437,0.003702786],"category_scores_gemma":[0.002126054,0.0005608091,0.0003330857,0.0008042162,0.0002423765,0.0008408249,0.0006637223,0.0008189981,0.0005382308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795894,"about_ca_system_score_gemma":0.004947885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3494665,"about_ca_topic_score_gemma":0.5082772,"domain_scores_codex":[0.9999084,0.0000171734,0.00001039724,0.00001703571,0.000029914,0.00001705534],"domain_scores_gemma":[0.999518,0.0002283666,0.00002068089,0.00004195823,0.00015307,0.00003776616],"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":[0.0001389647,0.0001902165,0.01432472,0.00005766492,0.0001157186,0.0003915982,0.0002521887,0.9068663,0.01241065,0.004654695,0.00441472,0.05618263],"study_design_scores_gemma":[0.00001387297,0.000003344075,0.001610638,0.000004280475,0.000008343029,0.000008842148,0.00004687495,0.9961697,0.0008762192,0.0006023657,0.0006472091,0.000008341636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5833966,0.0002743916,0.382521,0.001348939,0.000177123,0.0002184983,0.00362274,0.0123266,0.0161141],"genre_scores_gemma":[0.8573259,0.0002632584,0.1354468,0.0001040369,0.00002493716,0.0001400625,0.001383976,0.001225953,0.004085085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6505335,"threshold_uncertainty_score":0.6948647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556070530523397,"score_gpt":0.3372000505098964,"score_spread":0.2816393452046624,"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."}}