{"id":"W3162422757","doi":"","title":"New results of the very high-resolution UAV surveys of the Yukon coast: Border to King Point","year":2018,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermokarst; Permafrost; Arctic; Global warming; Environmental science; Erosion; Coastal erosion; Sea ice; Climate change; Physical geography; Greenhouse gas; Arctic ice pack; Climatology; Geology; Oceanography; Geography; Geomorphology","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":[0.0001637429,0.0002915721,0.0002344052,0.0006877659,0.0006287486,0.0008680873,0.0002559566,0.0003837133,0.001858174],"category_scores_gemma":[0.0004161308,0.0001269663,0.0003877095,0.00207348,0.0002882984,0.0006739185,0.0005780292,0.0004062916,0.000438943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397242,"about_ca_system_score_gemma":0.002023824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.408943,"about_ca_topic_score_gemma":0.6167827,"domain_scores_codex":[0.9998525,0.000009858085,0.000009388458,0.00004009401,0.00004306516,0.00004503405],"domain_scores_gemma":[0.9995978,0.00002188078,0.00005502106,0.00004107202,0.0002462369,0.00003795112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587556,0.00006557468,0.8654672,0.0004050672,0.0002226198,0.0007971566,0.001698143,0.004300014,0.007991669,0.0009398176,0.01024217,0.1077119],"study_design_scores_gemma":[0.000006919237,0.00003392044,0.9728,0.00009630669,0.00007470361,0.0001060908,0.003193505,0.003073785,0.0007434917,0.0002511772,0.01959252,0.00002767341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663797,0.002517533,0.002396872,0.0005129247,0.0001209941,0.00003754019,0.0152812,0.0001339268,0.01261925],"genre_scores_gemma":[0.9851939,0.001078508,0.002915559,0.0001027169,0.00001151344,0.00001827641,0.007916496,0.00002640515,0.002736632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910571,"threshold_uncertainty_score":0.8131253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575680061017254,"score_gpt":0.2658716744904687,"score_spread":0.2401148738802961,"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."}}