{"id":"W2055582134","doi":"10.2118/93413-ms","title":"Stimulation Challenges and Solutions in Complex Carbonate Reservo","year":2005,"lang":"en","type":"article","venue":"SPE Middle East Oil and Gas Show and Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Petroleum engineering; Carbonate; Completion (oil and gas wells); Enhanced oil recovery; Well stimulation; Permeability (electromagnetism); Oil production; Geology; Environmental science; Productivity; Petroleum; Reservoir engineering; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007187058,0.0002351338,0.0002866567,0.0003557965,0.001114011,0.001165648,0.0006417315,0.000833985,0.001958449],"category_scores_gemma":[0.0008369209,0.0001404932,0.0001925386,0.0004150993,0.0008923149,0.0008118961,0.001025671,0.0006618428,0.0002862151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474761,"about_ca_system_score_gemma":0.001448284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004735005,"about_ca_topic_score_gemma":0.01678189,"domain_scores_codex":[0.9995816,0.00007507367,0.00002262736,0.00004034255,0.0001705002,0.0001098331],"domain_scores_gemma":[0.9994994,0.0001434146,0.00007617013,0.00004852355,0.0001460722,0.00008641749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005656163,0.0003624794,0.02940911,0.002928074,0.00009446513,0.004398262,0.002149926,0.07480665,0.6352283,0.01483453,0.004826093,0.2303965],"study_design_scores_gemma":[0.00008759522,0.002458016,0.05545828,0.0006367138,0.0001059915,0.003939487,0.018923,0.07471249,0.5545841,0.02362021,0.2652555,0.0002185519],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479679,0.00548733,0.02398575,0.005406318,0.0002467829,0.0002144353,0.0001750247,0.0002338616,0.0162825],"genre_scores_gemma":[0.9838319,0.002443485,0.01028261,0.0003679883,0.00005387684,0.00005922159,0.00008485844,0.00001958228,0.002856494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004735005,"threshold_uncertainty_score":0.01070023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147657017156575,"score_gpt":0.262728513286804,"score_spread":0.1479628115711464,"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."}}