{"id":"W2074959588","doi":"10.1007/s00024-013-0746-y","title":"Magnitude Estimation for the 2011 Tohoku-Oki Earthquake Based on Ground Motion Prediction Equations","year":2013,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnitude (astronomy); Moment magnitude scale; Seismology; Peak ground acceleration; Geology; Earthquake warning system; Geodesy; Richter magnitude scale; Earthquake magnitude; Maximum magnitude; Borehole; Strong ground motion; Ground motion; Seismic hazard; Warning system; Scaling; Mathematics; Physics; Geotechnical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002075967,0.0004091595,0.0003484649,0.0004406437,0.0002044316,0.0002844453,0.000275558,0.0004688239,0.0008645398],"category_scores_gemma":[0.0008424023,0.0002623523,0.0003046191,0.0003321065,0.00009524256,0.0004556322,0.0002673373,0.0003797936,0.0001556494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480174,"about_ca_system_score_gemma":0.0005526619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236104,"about_ca_topic_score_gemma":0.03053506,"domain_scores_codex":[0.9999418,0.00001049738,0.00000666829,0.0000163335,0.00001335244,0.00001126548],"domain_scores_gemma":[0.9997571,0.00008503499,0.00004557037,0.0000112349,0.0000856484,0.00001535969],"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":[0.0004398832,0.0001936889,0.08688631,0.0001797933,0.0001022938,0.0003095162,0.00017907,0.8139316,0.0128354,0.001416076,0.001797919,0.0817284],"study_design_scores_gemma":[0.000009956126,0.0000209648,0.01595493,0.000004142165,0.0000192412,0.000007142742,0.00002287694,0.9831061,0.0006712881,0.00008023547,0.00009426959,0.000008971737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647377,0.0001429036,0.03304118,0.0001657548,0.00003436025,0.00002023183,0.0003673947,0.0001638953,0.001326555],"genre_scores_gemma":[0.9915137,0.00005417709,0.007447384,0.000008351765,0.00001168347,0.00001171682,0.000446508,0.00000933742,0.0004971923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0236104,"threshold_uncertainty_score":0.04694599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426658658569203,"score_gpt":0.2103404471351868,"score_spread":0.1960738605494948,"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."}}