{"id":"W4389358605","doi":"10.1130/abs/2023am-394525","title":"PERILOUS PERMAFROST: NAVIGATING THE COMPLEXITIES OF PERMAFROST-RELATED LANDSLIDES IN A CHANGING CLIMATE, DEMPSTER HIGHWAY, YUKON","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Permafrost; Landslide; Physical geography; Earth science; Climate change; Environmental science; Geology; Geomorphology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001126342,0.0001073883,0.00007831241,0.0002385952,0.002467394,0.001189425,0.0003979036,0.0004476153,0.002001072],"category_scores_gemma":[0.0004907329,0.000104426,0.00006557717,0.0005680315,0.0009634418,0.000971323,0.0008238936,0.0003231871,0.0001211867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628205,"about_ca_system_score_gemma":0.003187758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3397701,"about_ca_topic_score_gemma":0.8146701,"domain_scores_codex":[0.9999459,0.00001244849,0.000001770403,0.000008276691,0.000006760962,0.00002481808],"domain_scores_gemma":[0.9998986,0.00002600795,0.00001982728,0.000005060783,0.00002079352,0.00002980041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002333544,0.0001626698,0.7303085,0.0002369252,0.0000505525,0.002401392,0.1687648,0.003144323,0.006617681,0.004143661,0.006669012,0.07726704],"study_design_scores_gemma":[0.00000707962,0.00006080522,0.6111323,0.000044402,0.00002057739,0.0002490194,0.3757103,0.001159568,0.0003674261,0.001225493,0.01001118,0.0000116677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996132,0.00005570102,0.0001138547,0.000467391,0.000002637799,0.000008206011,0.00009904671,0.000004704435,0.003116402],"genre_scores_gemma":[0.9986614,0.0001199113,0.0002838975,0.00004645353,9.168137e-7,0.000005315686,0.00007520296,0.000002276397,0.0008046331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6602299,"threshold_uncertainty_score":0.6755849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011176442484778,"score_gpt":0.3074812780050429,"score_spread":0.2673695135801951,"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."}}