{"id":"W4416024051","doi":"10.46690/ager.2025.10.01","title":"Repurposing deep closed mines as seismic forecasting research platforms","year":2025,"lang":"","type":"article","venue":"ADVANCES IN GEO-ENERGY RESEARCH","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Repurposing; Borehole; Scalability; Key (lock); Reuse; Reliability (semiconductor); Warning system","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":[0.003090747,0.000579769,0.0004287286,0.001038988,0.0007911499,0.001942365,0.00156361,0.0008147613,0.003218133],"category_scores_gemma":[0.00428976,0.0002676165,0.0004650118,0.001201218,0.000926624,0.004343386,0.005026735,0.0010259,0.001345503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800975,"about_ca_system_score_gemma":0.002446064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878253,"about_ca_topic_score_gemma":0.004633682,"domain_scores_codex":[0.9984698,0.0005269527,0.00007044916,0.0002429211,0.0004470079,0.0002427664],"domain_scores_gemma":[0.9953628,0.0008151304,0.0005651638,0.001276836,0.001084319,0.0008958494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009026458,0.0004958947,0.05569396,0.001028814,0.0001432607,0.001857698,0.002404857,0.02565661,0.08791474,0.03219184,0.01671693,0.7749927],"study_design_scores_gemma":[0.0004085858,0.005731873,0.07975988,0.001336921,0.0005627862,0.003087039,0.01279721,0.1752361,0.09666661,0.1001459,0.5238519,0.0004152457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5237492,0.00248674,0.4241224,0.004055706,0.0007315861,0.0008387112,0.001743938,0.002756381,0.03951549],"genre_scores_gemma":[0.8030903,0.001265925,0.1876272,0.0003669033,0.0001002729,0.0003263632,0.001170934,0.0001798086,0.005872359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003218133,"threshold_uncertainty_score":0.01634568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07971933616209319,"score_gpt":0.3930009518707492,"score_spread":0.313281615708656,"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."}}