{"id":"W4322002727","doi":"10.5194/egusphere-egu23-12531","title":"Connection between thermal stress and frost quakes","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frost (temperature); Snow; Geology; Arctic; Permafrost; Frost heaving; Stress (linguistics); Tectonics; Geotechnical engineering; Frost weathering; Climatology; Seismology; Soil water; Geomorphology; Soil science; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001458937,0.0001978066,0.0001394602,0.0004549178,0.0001954565,0.0002782524,0.0001508599,0.0002476141,0.0008680898],"category_scores_gemma":[0.001022597,0.0001464564,0.0002303534,0.0004342532,0.0002938748,0.0002477433,0.0002582562,0.0002428146,0.0001069703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450151,"about_ca_system_score_gemma":0.0001505421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259784,"about_ca_topic_score_gemma":0.006451546,"domain_scores_codex":[0.9998693,0.00001916187,0.00001019484,0.00004271184,0.00003229521,0.00002626344],"domain_scores_gemma":[0.9993809,0.0001839903,0.0002448169,0.00003923781,0.0000909825,0.00005997963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007568857,0.00004995272,0.9746508,0.00002255528,0.00004789547,0.0002914665,0.0001553998,0.007756081,0.01067756,0.0002057221,0.00006844874,0.005998522],"study_design_scores_gemma":[0.000001460717,0.00004796959,0.9858769,0.000002636766,0.00001016255,0.000141843,0.00009375936,0.0118899,0.001499786,0.0002802318,0.0001467331,0.000008538641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987914,0.00003706508,0.0006930308,0.00001366422,0.00000202712,0.000005343848,0.000105347,0.000008216674,0.0003439815],"genre_scores_gemma":[0.9995356,0.00002347278,0.0002657177,0.000003252137,0.000002644967,0.000004090141,0.00007312449,0.000001898846,0.00009023111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005259784,"threshold_uncertainty_score":0.01045835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001827686417987,"score_gpt":0.2759141832296823,"score_spread":0.1757314145878836,"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."}}