{"id":"W2069581165","doi":"10.4028/www.scientific.net/amm.527.57","title":"Research on Horizontal Well Inhibiting Water Coning and Tapping the Potential of Remaining Oil","year":2014,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CMG Reservoir Simulation Foundation","keywords":"Extraction (chemistry); Water extraction; Water cut; Petroleum engineering; Bottom water; Environmental science; Geotechnical engineering; Geology; Chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144338,0.0002688915,0.0002630532,0.0002799944,0.0001811813,0.0003055612,0.0002426568,0.0001653646,0.001226153],"category_scores_gemma":[0.0003846669,0.0001254409,0.0002593763,0.0003520595,0.0002618214,0.0006083719,0.0001696377,0.0002180642,0.00012748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002218997,"about_ca_system_score_gemma":0.0003646238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555412,"about_ca_topic_score_gemma":0.001809752,"domain_scores_codex":[0.9997941,0.00002122246,0.00001496057,0.00003353003,0.00009186855,0.00004433386],"domain_scores_gemma":[0.999731,0.00008959085,0.00005424392,0.00001940891,0.00008117412,0.00002456119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009810684,0.00002921334,0.0007530984,0.0002611755,0.000005851824,0.00006293573,0.00004414446,0.0007344223,0.9808571,0.0004435711,0.00006220553,0.01664824],"study_design_scores_gemma":[0.000005085179,0.0002504593,0.001677269,0.000007417813,0.00001628224,0.00004173867,0.00005113182,0.003041661,0.9931705,0.00007569936,0.001655779,0.000006840175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716794,0.003981386,0.01900429,0.0001358096,0.00003771997,0.00004632014,0.00008118157,0.00008750473,0.004946277],"genre_scores_gemma":[0.9915093,0.001971347,0.004480337,0.00002780044,0.00000931908,0.00001803335,0.00004802468,0.00001314007,0.001922763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555412,"threshold_uncertainty_score":0.004101932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070775177370343,"score_gpt":0.2262388575139836,"score_spread":0.2155311057402802,"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."}}