{"id":"W6902993054","doi":"10.7939/r3-rm2f-hk42","title":"A Geomechanically-Constrained Dynamic Fractal Wormhole Growth Model for Simulating Cold Heavy Oil Production with Sand (CHOPS)","year":2019,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wormhole; Fractal; Representation (politics); Process (computing); Flow (mathematics); Limit (mathematics); Stability (learning theory); Coupling (piping)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001830624,0.0004611447,0.0004562653,0.0004542494,0.0003866151,0.0006983445,0.001030637,0.001381202,0.001650163],"category_scores_gemma":[0.0007108797,0.0003054858,0.0006867282,0.0003241072,0.0006567786,0.0005007729,0.0007173297,0.0005361161,0.0001508005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000670055,"about_ca_system_score_gemma":0.001065854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02141145,"about_ca_topic_score_gemma":0.01035273,"domain_scores_codex":[0.9999223,0.00001318996,0.00000484413,0.00001687307,0.0000203364,0.00002244355],"domain_scores_gemma":[0.9997656,0.000109059,0.00003691443,0.00001232007,0.00004455924,0.00003156835],"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":[0.00001007491,0.000009070827,0.0005033264,0.00001408961,0.000004635427,0.00004662145,0.00001364154,0.9951082,0.001072107,0.002343807,0.0001297774,0.0007446393],"study_design_scores_gemma":[0.000002602728,0.000002370997,0.00005255156,0.000001764123,0.00000128077,0.000004053617,0.000004078489,0.9994121,0.00009113731,0.0002897028,0.0001365353,0.000001788892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4563375,0.000823908,0.5091334,0.0009442706,0.0001914654,0.0002230187,0.001484801,0.0008722081,0.02998944],"genre_scores_gemma":[0.9596658,0.0002854633,0.03464092,0.00006991977,0.0000172714,0.0001966527,0.0004302638,0.00007445697,0.004619339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02141145,"threshold_uncertainty_score":0.04257363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003725964948114018,"score_gpt":0.1716116112942007,"score_spread":0.1678856463460867,"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."}}