{"id":"W2551254733","doi":"10.1093/gji/ggw439","title":"Asperity generation and its relationship to seismicity on a planar fault: a laboratory simulation","year":2016,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asperity (geotechnical engineering); Geology; Surface finish; Fault (geology); Nucleation; Wavelength; Seismology; Induced seismicity; Stress (linguistics); Surface roughness; Materials science; Geotechnical engineering; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003030173,0.0002947781,0.0005022183,0.0004468839,0.0003464709,0.0005635413,0.001038492,0.001214139,0.002374907],"category_scores_gemma":[0.001519295,0.0003182713,0.0005396051,0.0004153849,0.0007474262,0.0004642008,0.0007141873,0.0007890656,0.0001308143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567847,"about_ca_system_score_gemma":0.0006892114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966897,"about_ca_topic_score_gemma":0.009610482,"domain_scores_codex":[0.9998815,0.00002054743,0.000006568181,0.00002513806,0.00002347356,0.00004280485],"domain_scores_gemma":[0.999091,0.0005041332,0.00010805,0.00008111342,0.0001129498,0.0001027502],"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":[0.0002251039,0.0003883499,0.01319074,0.00004335733,0.00004716035,0.0003163319,0.00008070406,0.9778072,0.004514188,0.001192481,0.0003859655,0.001808329],"study_design_scores_gemma":[0.00008650091,0.0002533564,0.0023018,0.000004309153,0.00001830617,0.00002430617,0.00007748073,0.9956242,0.001111475,0.000295917,0.0001911141,0.0000111544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967457,0.00001966673,0.001365336,0.0000824758,0.000005580845,0.00002033495,0.0002754032,0.00004661705,0.001438878],"genre_scores_gemma":[0.9979546,0.00002444072,0.001377656,0.00001433767,0.000002285526,0.0000334995,0.0001902414,0.000006145062,0.000396867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966897,"threshold_uncertainty_score":0.03910893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703779067152956,"score_gpt":0.2681328307770848,"score_spread":0.2310950401055552,"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."}}