{"id":"W3027971977","doi":"","title":"Seismic variability of subduction thrust faults: insights from laboratory models","year":2010,"lang":"en","type":"article","venue":"AGUFM","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Slip (aerodynamics); Geology; Surface finish; Surface roughness; Amplitude; Thrust; Subduction; Mechanics; Overburden pressure; Thrust fault; Fault (geology); Geotechnical engineering; Seismology; Materials science; Optics; Tectonics; Composite material; Engineering; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001441084,0.00009430352,0.0001637724,0.00003361099,0.00009569502,0.000009156856,0.0001222477,0.00008531642,0.001368292],"category_scores_gemma":[0.00006018831,0.00007371219,0.0000389483,0.000158858,0.0001233801,0.0002375286,0.000009964459,0.0001860335,0.0001059191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001474299,"about_ca_system_score_gemma":0.0000496494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008124119,"about_ca_topic_score_gemma":0.006754347,"domain_scores_codex":[0.9992691,0.00005451966,0.0001734637,0.0002154164,0.0001561339,0.0001313212],"domain_scores_gemma":[0.9993561,0.0001822413,0.00006875244,0.0002660024,0.00007499886,0.00005191587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267733,0.0001720326,0.897592,0.00005805048,0.0002211513,0.00001320289,0.003965122,0.02622652,0.006124267,0.002794009,0.0007527085,0.06195416],"study_design_scores_gemma":[0.0002900245,0.0000670689,0.9123757,0.00001009805,0.00002809004,0.000001410077,0.0002320911,0.04900634,0.003061407,0.03193158,0.002809206,0.0001869199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861439,0.0004249918,0.0001598904,0.00007485443,0.0006802561,0.00007768739,0.0001509165,0.00004190586,0.01224554],"genre_scores_gemma":[0.9991406,0.0000580333,0.0004998778,0.00007389983,0.0001463425,7.57393e-7,0.00004934473,0.000002205444,0.00002896733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176725,"threshold_uncertainty_score":0.9995446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129478795875502,"score_gpt":0.1965326806301517,"score_spread":0.1852378926713967,"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."}}