{"id":"W2374855887","doi":"","title":"Application of comprehensive assessment method to fracture prediction of Yingcheng formation stratum of Xujiaweizi fault depression","year":2005,"lang":"en","type":"article","venue":"","topic":"Geoscience and Mining Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Stratum; Geology; Drilling; Fault (geology); Fracture (geology); Curvature; Petrology; Seismology; Geotechnical engineering; Geometry; Engineering; Mathematics","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":[0.0004093846,0.0005070422,0.0004664782,0.00166946,0.0003885303,0.0003998234,0.0002873238,0.0003234053,0.0007045608],"category_scores_gemma":[0.001038149,0.0002554388,0.0004189083,0.0005803704,0.0001838382,0.0005402432,0.0005599633,0.0001794876,0.00007237944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004201551,"about_ca_system_score_gemma":0.0007316097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336615,"about_ca_topic_score_gemma":0.02016469,"domain_scores_codex":[0.9997794,0.00003036056,0.00001321912,0.00005234301,0.00009807391,0.00002655353],"domain_scores_gemma":[0.9997347,0.00007027722,0.00003158442,0.00001612122,0.0001122224,0.00003508036],"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":[0.0001411789,0.00005749903,0.08014368,0.00009072754,0.0001145205,0.0002975984,0.0003253236,0.6069323,0.01643272,0.002134921,0.0007638123,0.2925658],"study_design_scores_gemma":[0.000009720589,0.00007136578,0.03158369,0.00001145889,0.00003161617,0.00009603608,0.0000829389,0.9636124,0.002548643,0.001492928,0.000435426,0.00002376543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5426601,0.0002418269,0.454367,0.00006600491,0.000008245584,0.00004528506,0.0002101424,0.0004345478,0.00196684],"genre_scores_gemma":[0.9676071,0.00006346302,0.03155978,0.000005572236,0.000002601455,0.00002074918,0.0001416977,0.00000973495,0.0005892256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336615,"threshold_uncertainty_score":0.0265767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198628773885931,"score_gpt":0.2903070448829764,"score_spread":0.2783207571441171,"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."}}