{"id":"W4407266424","doi":"10.1177/87552930251314570","title":"Non‐ergodic correction factors for hard rock sites in Western Canada","year":2025,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; BC Hydro (Canada)","funders":"BC Hydro","keywords":"Ergodic theory; Geology; Geography; Seismology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006841453,0.0004404133,0.000299471,0.00124942,0.001009818,0.0009571111,0.001067244,0.0003669603,0.001244429],"category_scores_gemma":[0.004027169,0.0002054239,0.0003169215,0.001905389,0.0005911483,0.0003308018,0.0005671408,0.0005480149,0.0001884838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008627587,"about_ca_system_score_gemma":0.0116903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648304,"about_ca_topic_score_gemma":0.9857696,"domain_scores_codex":[0.9992459,0.00005007311,0.00003309461,0.0001585121,0.0003274201,0.0001849349],"domain_scores_gemma":[0.9985165,0.0002061409,0.0002119863,0.0001529905,0.0007581424,0.0001542705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002120583,0.0000711911,0.7325941,0.00009515044,0.0001359928,0.000394152,0.0006909517,0.1516904,0.006295091,0.002578452,0.003075532,0.1021668],"study_design_scores_gemma":[0.00001844134,0.00002229271,0.8347234,0.00002414268,0.0000475493,0.0000654189,0.0007342952,0.1577343,0.002728075,0.0004723386,0.003374755,0.00005509628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873656,0.00008493588,0.006754268,0.000113284,0.00001270132,0.00004939622,0.001496852,0.0002330356,0.0038898],"genre_scores_gemma":[0.9948977,0.00003294355,0.003029839,0.0000126991,0.000002052741,0.000008091927,0.0009558715,0.0000273306,0.001033524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0351696,"threshold_uncertainty_score":0.0707534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005828338419783,"score_gpt":0.2066199518200904,"score_spread":0.1965616684358925,"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."}}