{"id":"W1967812968","doi":"10.2118/169572-ms","title":"Multi-stage Hydraulic Fracturing Design In Horizontal Wells With The Use Of Drill Cuttings","year":2014,"lang":"en","type":"article","venue":"All Days","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; University of Calgary","keywords":"Hydraulic fracturing; Drill cuttings; Geology; Stage (stratigraphy); Petrophysics; Geotechnical engineering; Petroleum engineering; Permeability (electromagnetism); Drill; Porosity; Drilling; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124625,0.0001923996,0.0002594017,0.0001193646,0.00004702431,0.00004439687,0.0002547874,0.00008640744,0.00002880263],"category_scores_gemma":[0.00005382882,0.0001232057,0.00007724276,0.0001905622,0.00005244868,0.0001797396,0.00003756457,0.0002912189,0.00002639527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003853481,"about_ca_system_score_gemma":0.000008257311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009839439,"about_ca_topic_score_gemma":0.0003998957,"domain_scores_codex":[0.9989626,0.00008685545,0.0002347178,0.0001958894,0.0002012471,0.0003187278],"domain_scores_gemma":[0.9991196,0.0003200698,0.00006164218,0.0004086219,0.00002029255,0.00006976654],"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":[0.00001075894,0.00002593709,0.0009606909,0.00003820627,0.00009673179,0.00001069421,0.0008902787,0.993426,0.00293026,0.000003230302,0.0007375562,0.0008696493],"study_design_scores_gemma":[0.0006297638,0.0000794065,0.007466645,0.00008261346,0.00006482199,0.000004479416,0.0001084145,0.8627268,0.02989868,0.000005867759,0.09862799,0.0003044871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7789809,0.0001490686,0.219286,0.0003746692,0.00007074892,0.0002346122,0.000003689676,0.0001763403,0.0007239593],"genre_scores_gemma":[0.9927139,0.00004496949,0.006702233,0.0001808291,0.00005145961,0.00001208729,0.000005503114,0.00004394898,0.0002450194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213733,"threshold_uncertainty_score":0.5024183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392178881922567,"score_gpt":0.229045619773854,"score_spread":0.1951238309546283,"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."}}