{"id":"W2005529187","doi":"10.2118/2009-088","title":"Simulation Study of Permeability Impairment Due to Asphaltene Deposition In One of the Iranian Oil Fractured Reservoirs","year":2009,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphaltene; Permeability (electromagnetism); Petroleum engineering; Geology; Deposition (geology); Relative permeability; Petrology; Geotechnical engineering; Porosity; Chemistry; Geomorphology","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":[0.0001918479,0.0001308629,0.0002462405,0.0002503722,0.00006801714,0.00003783932,0.0005124119,0.00007529566,0.0003644752],"category_scores_gemma":[0.0002642182,0.000120168,0.00007705866,0.0002367209,0.00003526121,0.00009925297,0.00002930996,0.0001867494,0.000002162337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004713939,"about_ca_system_score_gemma":0.0003388894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04515211,"about_ca_topic_score_gemma":0.1763256,"domain_scores_codex":[0.9985464,0.00004875627,0.0004614915,0.0002825931,0.0004589546,0.0002018227],"domain_scores_gemma":[0.9988995,0.00006090948,0.0001994208,0.0003389513,0.0003421084,0.0001590996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003777966,0.002078521,0.1743137,0.0001310331,0.0002157939,0.00003344306,0.005142113,0.6948623,0.1024208,0.0002147358,0.00002411758,0.02018559],"study_design_scores_gemma":[0.002201021,0.0003103722,0.7650123,0.0006445207,0.00009885174,0.000004213017,0.001997054,0.2048486,0.02375539,0.0003999837,0.000322423,0.0004052505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906096,0.00001676798,0.00009338152,0.001671172,0.00004985698,0.00001913233,0.00005509274,0.000009437068,0.007475597],"genre_scores_gemma":[0.9990501,0.000001394594,0.00005916007,0.000127898,0.00004318306,0.00001117861,0.00002404802,0.000006532206,0.0006765496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5906985,"threshold_uncertainty_score":0.9612063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964823339378482,"score_gpt":0.2635214399252849,"score_spread":0.2438732065315,"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."}}