{"id":"W4401338478","doi":"10.2118/217760-pa","title":"Quantifying the Effects of Interwell Communication Using Dynamic Fluid-in-Place Calculations","year":2024,"lang":"en","type":"article","venue":"SPE Journal","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Petroleum engineering; Petrology; Mechanics; Physics","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":[0.00185338,0.00006364987,0.000116066,0.0002886168,0.0002064383,0.0002795438,0.0004901536,0.00003956288,0.00009749525],"category_scores_gemma":[0.0005681345,0.00003916352,0.0001034668,0.0008316149,0.00006450659,0.0002352081,0.00007752508,0.0002695434,0.00003093497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316982,"about_ca_system_score_gemma":0.00006816076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003753909,"about_ca_topic_score_gemma":0.00007010537,"domain_scores_codex":[0.9986311,0.0002020466,0.0005412857,0.0001211036,0.0004043026,0.0001001339],"domain_scores_gemma":[0.9973035,0.001957532,0.0001584279,0.0004067521,0.0001416483,0.00003213665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006234951,0.0003802262,0.02357966,0.0001732133,0.0001564794,0.00004567229,0.01265499,0.1465549,0.2618734,0.1783381,0.01365946,0.3625214],"study_design_scores_gemma":[0.0001200233,0.00002014974,0.007684975,0.0002985346,0.00002000765,0.00007134287,0.0005046616,0.9421629,0.001854255,0.03930808,0.007879185,0.00007585184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7535817,0.002214646,0.2405372,0.002347264,0.0003054059,0.0002344314,0.000002944562,0.00003401945,0.0007423745],"genre_scores_gemma":[0.9945866,0.0001629515,0.004937344,0.00003740698,0.00002857312,0.000003369947,9.587743e-7,0.000007630029,0.0002351675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.795608,"threshold_uncertainty_score":0.2695647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266702872149013,"score_gpt":0.4776093950818509,"score_spread":0.3509391078669496,"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."}}