{"id":"W4389084848","doi":"10.2139/ssrn.4616209","title":"Regularities of the Processes of Seismic Energy Formation on the Example of a Frost-breaking Earthquake","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Frost (temperature); Geology; Seismic energy; Seismology; Geomorphology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713469,0.0001031341,0.0001945531,0.001137858,0.0003907288,0.0005167528,0.00032471,0.0004096606,0.003298755],"category_scores_gemma":[0.001613966,0.0001028383,0.000221945,0.0007267656,0.0004510709,0.0003118665,0.0003570593,0.0003410204,0.0001328181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221754,"about_ca_system_score_gemma":0.0001629501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826657,"about_ca_topic_score_gemma":0.003227293,"domain_scores_codex":[0.9999393,0.00001166901,0.000004035412,0.00001791267,0.00001056842,0.00001647583],"domain_scores_gemma":[0.9994478,0.0002473718,0.0000814237,0.0000610526,0.00006410192,0.0000983175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001154355,0.0002774018,0.3087086,0.0003467179,0.0003513478,0.008563754,0.002976016,0.3098346,0.06356271,0.249038,0.006641859,0.04854469],"study_design_scores_gemma":[0.00005453917,0.0001852289,0.5670729,0.0000351462,0.0001080149,0.001406232,0.0009663861,0.3795848,0.002681512,0.04376788,0.004061764,0.00007557081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915144,0.00006162285,0.001990054,0.00009927651,0.000008352656,0.000005106597,0.0002166724,0.00005564692,0.006048772],"genre_scores_gemma":[0.9993319,0.00002230795,0.0002376836,0.000001564558,0.000004507003,0.000001737646,0.0001131966,0.000006752192,0.0002803152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003826657,"threshold_uncertainty_score":0.01103544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008465364283599439,"score_gpt":0.1718060488862341,"score_spread":0.1633406846026347,"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."}}