{"id":"W6907065251","doi":"10.18739/a2154dp4k","title":"Yukon-Kuskokwim Delta fire: soil and permafrost carbon, nitrogen, horizons, and ice structure, Alaska, 2016","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Tundra; Delta; River delta; Arctic; Thermokarst; Ecosystem; Taiga; Carbon cycle","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006589037,0.002095763,0.001848653,0.0006006481,0.0006245577,0.0006012135,0.001465483,0.001653566,0.001021572],"category_scores_gemma":[0.0003668014,0.001942035,0.0002196758,0.0006663654,0.001565374,0.0004555922,0.0014503,0.001658675,0.001244479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046161,"about_ca_system_score_gemma":0.0007295063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004252168,"about_ca_topic_score_gemma":0.003167588,"domain_scores_codex":[0.992631,0.0005245736,0.001183648,0.002583757,0.001282276,0.00179475],"domain_scores_gemma":[0.9944145,0.0003647989,0.0008566123,0.00299753,0.0003521665,0.001014389],"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":[0.000284637,0.00008773691,0.002343878,0.0003853155,0.0005130384,0.0001967398,0.0001072393,4.190934e-7,0.001247779,0.000003875709,0.9944862,0.0003432097],"study_design_scores_gemma":[0.002111604,0.0004284798,0.001727178,0.0004548481,0.001549709,0.0009954917,0.00009623854,0.000165427,0.0007097999,0.0004287065,0.9888751,0.002457411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1627279,0.02027676,2.397153e-7,0.00005445649,0.001028558,0.0008874512,0.814688,0.0002291743,0.0001074592],"genre_scores_gemma":[0.006072851,0.00608823,0.0001274181,0.0004113694,0.002336068,0.00007803083,0.9841589,0.0005507261,0.000176421],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1694708,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008454220779680676,"score_gpt":0.2383394666825494,"score_spread":0.2298852459028687,"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."}}