{"id":"W2390711150","doi":"","title":"On Perforated Completion Method with FracGun in Offshore QS Oilfield","year":2005,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Submarine pipeline; Petroleum engineering; Completion (oil and gas wells); Geology; Permeability (electromagnetism); Porosity; Oil well; Petrology; Geotechnical engineering","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":[0.0002516376,0.0001174825,0.0001472249,0.0001359296,0.00001842261,0.00001975463,0.0000691709,0.000073745,0.0003550205],"category_scores_gemma":[0.00003126892,0.00009507556,0.00001796926,0.0002807783,0.000005308684,0.00008454085,0.000005480591,0.0002062713,0.00003741412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709784,"about_ca_system_score_gemma":0.000005518119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001228616,"about_ca_topic_score_gemma":0.00004200326,"domain_scores_codex":[0.9993975,0.00003803419,0.0001539768,0.0001190415,0.0001298107,0.000161616],"domain_scores_gemma":[0.9995842,0.0001658202,0.000008899124,0.0001649397,0.00002859856,0.00004752539],"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":[0.00001522013,0.00001176444,0.000598712,0.0000138823,0.000007605247,0.000001725322,0.00007465336,0.9913024,0.000349332,0.0009714802,0.0004412615,0.006211975],"study_design_scores_gemma":[0.0004611289,0.00004404447,0.003870629,0.0000234816,0.00000247085,0.000002086024,0.00002080298,0.9869733,0.003892421,0.00006330237,0.004510438,0.000135883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3421597,0.00002678175,0.6403313,0.0001265149,0.0000432763,0.00006936923,8.065716e-7,0.0002707015,0.01697161],"genre_scores_gemma":[0.7663984,0.000006041307,0.2330987,0.00005814076,0.00004357291,0.000008476357,0.000007643219,0.00002045301,0.000358551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4242387,"threshold_uncertainty_score":0.3887226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495455704804889,"score_gpt":0.2757573469741442,"score_spread":0.2608027899260953,"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."}}