{"id":"W6963756561","doi":"10.18739/a2n29p731","title":"The Carbon Balance of Arctic River Deltas: Tundra Fire as an Agent of System Change, 2015-2016","year":2018,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Permafrost; Arctic; Climate change; Ecosystem; River delta; Delta; Taiga; Boreal","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001127393,0.0003392109,0.0004729278,0.00007986622,0.0001171167,0.0002003552,0.0008196612,0.0002389474,0.001274922],"category_scores_gemma":[0.00002836973,0.0002189953,0.0001463604,0.0001909565,0.0004734239,0.0006901207,0.0001164882,0.0001833188,0.00104719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007976879,"about_ca_system_score_gemma":0.0001262169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003311823,"about_ca_topic_score_gemma":0.0005458908,"domain_scores_codex":[0.9982316,0.00007857264,0.0005084464,0.0003717973,0.0004016424,0.0004079389],"domain_scores_gemma":[0.9983284,0.0002309213,0.0004229707,0.0007298745,0.00005228392,0.0002355011],"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":[0.0001341275,0.00003412042,0.03347959,0.001027599,0.00005113017,0.00004619294,0.00005164268,8.702664e-7,5.053949e-7,0.000001656223,0.9636315,0.001541092],"study_design_scores_gemma":[0.0001502593,0.0003066775,0.002526583,0.0007791608,0.00004993484,0.00003650674,0.0001333556,0.0004758889,0.00001653674,0.00009227827,0.9951391,0.0002937757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02102167,0.004031188,5.527316e-8,0.00007891063,0.0006063362,0.0003293701,0.9729467,0.00003398463,0.0009517783],"genre_scores_gemma":[0.02048722,0.001686881,0.000004015827,0.0001767375,0.0007812817,0.000006791356,0.9767067,0.00001538315,0.0001349323],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03150757,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116920466759226,"score_gpt":0.2183680202618127,"score_spread":0.1971988155942204,"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."}}