{"id":"W2175280903","doi":"10.3968/5139","title":"Fold Catastrophe Model of Fracture Propagation of Hydraulic Fracturing","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Ellipse; Fracture (geology); Fracture mechanics; Geology; Geotechnical engineering; Wellbore; Petroleum engineering; Mechanics; Engineering; Structural engineering; Mathematics; Geometry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003538185,0.0005540584,0.0004522717,0.0008709976,0.000463883,0.0004886942,0.001313921,0.0009939801,0.00294015],"category_scores_gemma":[0.001182846,0.0002693728,0.0007785299,0.0003849515,0.0008887432,0.001555798,0.0005515466,0.0009317651,0.0002851515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007048041,"about_ca_system_score_gemma":0.0005913625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009543368,"about_ca_topic_score_gemma":0.003970316,"domain_scores_codex":[0.9997754,0.00003734939,0.00001300428,0.00005095504,0.00008697445,0.00003630178],"domain_scores_gemma":[0.9997093,0.00009895417,0.00004833683,0.00002901367,0.00008634682,0.0000279125],"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":[0.00002898522,0.00002197698,0.001977883,0.00008289202,0.0000228749,0.0004017091,0.0001971849,0.9086336,0.006091394,0.07368204,0.001080014,0.007779607],"study_design_scores_gemma":[0.000003626092,0.000009302053,0.0004452459,0.000005267859,0.000004549939,0.0001111343,0.00001744087,0.9915608,0.0004534827,0.006898181,0.0004804555,0.00001042412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1370726,0.0006646828,0.8341088,0.0005030614,0.0001330116,0.00009665186,0.0004313925,0.0003201143,0.02666969],"genre_scores_gemma":[0.9738417,0.0005085493,0.01445026,0.00004756492,0.00004000023,0.0001208286,0.0001544714,0.00006641275,0.01077025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009543368,"threshold_uncertainty_score":0.01897562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091668072202056,"score_gpt":0.2162143268029618,"score_spread":0.2070475195827562,"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."}}