{"id":"W3109185644","doi":"10.1080/15567036.2020.1849463","title":"Relationships between the geomechanical parameters and Archie’s coefficients of fractured carbonate reservoirs: a new insight","year":2020,"lang":"en","type":"article","venue":"Energy Sources Part A Recovery Utilization and Environmental Effects","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Geotechnical engineering; Shear modulus; Bulk modulus; Modulus; Petrophysics; Carbonate; Cementation (geology); Aggregate modulus; Porosity; Mineralogy; Materials science; Dynamic modulus; Composite material","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":[0.00009480444,0.0001469984,0.0001845206,0.00003981438,0.0001163227,0.00002610209,0.00007351059,0.00009754302,0.000005959384],"category_scores_gemma":[0.00004296908,0.0001210789,0.0000396728,0.00009045946,0.00003260372,0.00007737673,0.00007719878,0.000149775,0.000001007787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698487,"about_ca_system_score_gemma":0.000004829576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001822976,"about_ca_topic_score_gemma":0.000008097347,"domain_scores_codex":[0.9992087,0.00009364083,0.0002035563,0.0001963084,0.0001543288,0.0001433915],"domain_scores_gemma":[0.999472,0.0002015777,0.00005020444,0.0001098244,0.00000198547,0.0001644298],"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":[0.00009503896,0.00003663896,0.00402426,0.0001479509,0.000218093,0.000003667776,0.00484397,0.9417793,0.007281673,0.0004318091,0.0003173493,0.04082024],"study_design_scores_gemma":[0.0008114004,0.0002317574,0.002761416,0.00008263016,0.00009407121,0.000002765304,0.0002210916,0.9532698,0.01991674,0.0007176819,0.02159447,0.0002961992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.923376,0.001895727,0.07427427,0.00009649457,0.00008353554,0.0001309973,0.00001433055,0.00004429844,0.00008433904],"genre_scores_gemma":[0.998372,0.001139795,0.0001562925,0.0001417225,0.0000507316,0.000008413955,0.00008215022,0.0000254675,0.00002338593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07499603,"threshold_uncertainty_score":0.4937454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664209411259578,"score_gpt":0.1935640413986628,"score_spread":0.1669219472860671,"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."}}