{"id":"W4382700920","doi":"10.11159/iccste23.212","title":"DEM Modelling Of Rock Masses Affected By Permafrost Degradation","year":2023,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Degradation (telecommunications); Geology; Earth science; Geotechnical engineering; Mining engineering; Computer science; Oceanography; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001241037,0.0003860012,0.0002675402,0.0004503722,0.0002439435,0.000595051,0.0005304001,0.0008026115,0.001416371],"category_scores_gemma":[0.0003913599,0.0001827036,0.0003987807,0.0004415645,0.0003341722,0.0002359605,0.0003364965,0.0002791497,0.0001785917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672283,"about_ca_system_score_gemma":0.0003303032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01679308,"about_ca_topic_score_gemma":0.01180741,"domain_scores_codex":[0.9999444,0.00001619871,0.000004729954,0.00001129934,0.00001116665,0.00001212538],"domain_scores_gemma":[0.9998615,0.00004980326,0.00002242199,0.00001954435,0.00002698332,0.00001983843],"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":[0.00001358704,0.00001441625,0.001641746,0.00001398324,0.00001006037,0.00009531279,0.00002259919,0.9953323,0.0010811,0.0004661723,0.00007777512,0.001230897],"study_design_scores_gemma":[0.000004466321,0.000007529528,0.001143359,0.000003592293,0.000003723351,0.00001899701,0.00002030547,0.9981692,0.0001868049,0.0001666902,0.0002716404,0.000003650339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299602,0.0002506251,0.05715971,0.0001968093,0.00004759919,0.00006279319,0.001772982,0.0005228524,0.01002652],"genre_scores_gemma":[0.9927013,0.0001347719,0.005527889,0.00001341398,0.000008620423,0.00003167174,0.0004532403,0.00002636026,0.001102645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679308,"threshold_uncertainty_score":0.03339064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134527294687432,"score_gpt":0.2042547922559542,"score_spread":0.190802062787211,"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."}}