{"id":"W3049186929","doi":"10.1016/j.petrol.2020.107769","title":"Mineral filling mechanism in complex carbonate reservoir fracture system：Enlightenment from numerical simulation of water-rock interaction","year":2020,"lang":"en","type":"article","venue":"Journal of Petroleum Science and Engineering","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"China Scholarship Council; Chinese Academy of Sciences","keywords":"Calcite; Geology; Fault (geology); Fracture (geology); Precipitation; Carbonate; Mineralogy; Dissolution; Geotechnical engineering; Materials science; Seismology; Chemistry","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":[0.0003367136,0.0001330068,0.0003314026,0.0003013999,0.00003908577,0.00004809171,0.0001942138,0.00005493467,0.00001132131],"category_scores_gemma":[0.00006483985,0.00009746023,0.00007063021,0.0002834175,0.00001353842,0.0003712391,0.00003860472,0.0003042941,0.000001237257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166331,"about_ca_system_score_gemma":0.00001584627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000639662,"about_ca_topic_score_gemma":0.000001935516,"domain_scores_codex":[0.9986637,0.00001407227,0.0004785703,0.0001343781,0.0004897564,0.0002195678],"domain_scores_gemma":[0.9995469,0.00005218567,0.0000892079,0.0000848194,0.00009134749,0.0001355771],"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":[0.00001290888,0.000005870398,0.00008189343,0.00007162149,0.00002896839,0.00001948933,0.0007048387,0.8436227,0.1554004,0.000002296825,0.000007189043,0.00004180221],"study_design_scores_gemma":[0.0002451656,0.00005263654,0.0009098187,0.0001211985,0.00002769193,0.000009587896,0.0003520421,0.9768378,0.02096777,0.000007517287,0.0003657954,0.0001029539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119878,0.0001467547,0.08730895,0.0002834495,0.0001729035,0.0000262261,0.000002153621,0.00002809388,0.00004359871],"genre_scores_gemma":[0.9988164,0.00002212541,0.0009491533,0.00002171886,0.0001733852,8.403192e-7,0.000002164195,0.00001278771,0.000001423231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344326,"threshold_uncertainty_score":0.3974313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124914432911991,"score_gpt":0.2199254089430242,"score_spread":0.2074339656518251,"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."}}