{"id":"W3088283232","doi":"","title":"Modelling Borehole Expansion in Weak Rocks Using CDM Approach","year":2020,"lang":"en","type":"article","venue":"54th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Borehole; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002738707,0.0004916284,0.0004979899,0.0005963808,0.0003861626,0.0007698154,0.001053056,0.00128656,0.001906264],"category_scores_gemma":[0.001432444,0.0005469968,0.000444728,0.0005984055,0.0005031084,0.0008131446,0.0007913701,0.0007387471,0.0002065971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008374291,"about_ca_system_score_gemma":0.001155429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04571598,"about_ca_topic_score_gemma":0.03109365,"domain_scores_codex":[0.9998602,0.00002976827,0.000008465667,0.0000334324,0.00003383942,0.00003426324],"domain_scores_gemma":[0.9995098,0.0002722481,0.00005577675,0.00003021675,0.00008323299,0.00004867664],"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":[0.00001411835,0.000008475108,0.001028245,0.000012111,0.000004761955,0.00004053387,0.00001101946,0.9960521,0.0004800587,0.0007222064,0.00009913892,0.00152729],"study_design_scores_gemma":[0.000001625799,0.000001906562,0.0001442994,0.000001097809,8.888664e-7,0.000002713891,0.000003616823,0.9996361,0.00006491214,0.000091178,0.00005024045,0.000001426207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710017,0.0004914054,0.3087668,0.0004235757,0.00008934199,0.00008134651,0.0009264118,0.001166013,0.01705339],"genre_scores_gemma":[0.9881363,0.00007364123,0.01012776,0.00001665784,0.000008418427,0.0000243783,0.0001324946,0.00004946458,0.001431003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04571598,"threshold_uncertainty_score":0.09089977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019460641802042,"score_gpt":0.2097687845788507,"score_spread":0.1895741781608303,"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."}}