{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004843073,0.001305483,0.001638694,0.0008257905,0.0002160422,0.0001304248,0.001635341,0.0005053114,0.1175086],"category_scores_gemma":[0.00004828648,0.001421983,0.0007502369,0.0007960387,0.0003482433,0.0002364886,0.001366619,0.001116583,0.02163818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007609003,"about_ca_system_score_gemma":0.0002072341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702538,"about_ca_topic_score_gemma":0.0004630621,"domain_scores_codex":[0.9939988,0.000529135,0.0008978095,0.001420626,0.001809649,0.001344001],"domain_scores_gemma":[0.9958358,0.00005767005,0.001398662,0.002234661,0.00007153515,0.0004016403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006127949,0.0006057225,0.02991055,0.0008031245,0.0005686073,0.0001150496,0.0007144308,0.000005270038,0.002546966,0.000418127,0.9639927,0.0002581765],"study_design_scores_gemma":[0.002006095,0.00009758853,0.00373558,0.001133927,0.0002052176,0.00002535244,0.0002282853,0.00001085081,0.000204657,0.00002293975,0.9911224,0.001207126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004183673,0.01191109,0.00003942003,0.0002942092,0.004483542,0.002655817,0.01888722,0.003555925,0.9539891],"genre_scores_gemma":[0.01358959,0.002032375,0.0003028706,0.0007991313,0.0007826276,0.0001539862,0.003613251,0.01095075,0.9677754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09587046,"threshold_uncertainty_score":0.9999697,"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."}}