{"id":"W7025107530","doi":"","title":"UndercoverEisAgents - Bird's Eye View of Permafrost Thawing","year":2022,"lang":"en","type":"other","venue":"elib (German Aerospace Center)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; Baseline (sea); Climate change; Livelihood; Vegetation (pathology); Radar; Pace; Satellite; Earth observation","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":[0.000198508,0.0003225389,0.0001441468,0.001034077,0.001331337,0.001947894,0.0003726189,0.0008946536,0.02586999],"category_scores_gemma":[0.0003293008,0.0001357162,0.0002313747,0.0005926684,0.0005600333,0.001226461,0.0008466549,0.0008204964,0.002650895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306255,"about_ca_system_score_gemma":0.0004660522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05191494,"about_ca_topic_score_gemma":0.1514169,"domain_scores_codex":[0.999915,0.00001416199,0.000002486398,0.00001946676,0.00002842011,0.00002046114],"domain_scores_gemma":[0.9998214,0.00003276135,0.00001188874,0.00001400576,0.00006543837,0.00005459937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003107697,0.000101588,0.04751896,0.0007024361,0.00006589561,0.005141194,0.009375528,0.00148049,0.01220511,0.0156186,0.5102587,0.3972208],"study_design_scores_gemma":[0.000007688815,0.00007367081,0.04937171,0.0004521112,0.00002241959,0.002308822,0.0090646,0.001132112,0.0007771722,0.002375297,0.9343895,0.00002494723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1504426,0.0594897,0.009760111,0.03007311,0.008912865,0.000102766,0.006248127,0.001584833,0.733386],"genre_scores_gemma":[0.7043318,0.03360702,0.01208165,0.006745148,0.00446286,0.0000362063,0.004216431,0.0006864857,0.2338324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05191494,"threshold_uncertainty_score":0.1032255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01663486967601,"score_gpt":0.2879932126394965,"score_spread":0.2713583429634865,"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."}}