{"id":"W2783186902","doi":"","title":"Seismic Constraints on the Japan Subduction Zone from Waveform Inversions of SS precursors","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Subduction; Geology; Seismology; Waveform; Tectonics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005370941,0.0001416292,0.0001804003,0.00004956344,0.0002545367,0.00002447825,0.0001844332,0.00007287793,0.0001595393],"category_scores_gemma":[0.0004260973,0.00009352899,0.00006891728,0.0001117369,0.0002485315,0.0000792973,0.00001297865,0.0002164473,0.0003296578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004244586,"about_ca_system_score_gemma":0.00002722683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04223407,"about_ca_topic_score_gemma":0.02257323,"domain_scores_codex":[0.9988794,0.00008361066,0.000270231,0.0002285717,0.0002711674,0.0002669674],"domain_scores_gemma":[0.9983509,0.001104548,0.0001990236,0.0002253972,0.00004347759,0.0000766675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009611251,0.00008071126,0.8215311,0.00003603055,0.0001824961,0.000004968354,0.002862646,0.0237153,0.0002108259,0.0002454783,0.002754685,0.1482797],"study_design_scores_gemma":[0.0002259845,0.0001498823,0.9916863,0.0001298642,0.00002839817,0.000003974927,0.001274762,0.002739446,0.001547961,0.0005180725,0.001555052,0.000140257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262712,0.00008139481,0.000005488499,0.00068321,0.000495378,0.0001195998,0.00003809384,0.00004237147,0.07226325],"genre_scores_gemma":[0.9992498,0.00004579063,0.0001366562,0.0002684456,0.0001376346,9.351766e-7,0.00004022349,0.000003964071,0.0001165555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701553,"threshold_uncertainty_score":0.9952623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948238324537186,"score_gpt":0.2055015732686846,"score_spread":0.1860191900233127,"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."}}