{"id":"W6926036332","doi":"10.18739/a2707wp16","title":"Yukon-Kuskokwim Delta fire: thaw depth, soil temperature, and point-intercept vegetation, Yukon-Kuskokwim Delta Alaska, 2015-2016","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Delta; Permafrost; River delta; Arctic; Ecosystem; Thermokarst; Carbon cycle; Climate change; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734574,0.0002110657,0.0001749784,0.0004888989,0.0006197155,0.0006354153,0.0003228791,0.0002526541,0.001260441],"category_scores_gemma":[0.0004743591,0.0001446949,0.0003214644,0.0008351822,0.0002960167,0.0003532154,0.0005286192,0.0002871011,0.0002293431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578811,"about_ca_system_score_gemma":0.002214544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3439278,"about_ca_topic_score_gemma":0.5876487,"domain_scores_codex":[0.9999127,0.00000868076,0.00001058262,0.00002988111,0.00001683405,0.00002126058],"domain_scores_gemma":[0.9997198,0.00002014275,0.00007670133,0.00001578343,0.0001014799,0.00006597165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007701918,0.00002562422,0.9933802,0.00003021968,0.00008294873,0.00006390408,0.0004199021,0.000392656,0.0005027284,0.00008140396,0.0006923118,0.004251169],"study_design_scores_gemma":[0.000001585338,0.000006248296,0.9984119,0.00001452489,0.00001776926,0.00002071453,0.0007887647,0.0002020908,0.00004906597,0.00002385212,0.0004603365,0.000003095164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9974406,0.0002515694,0.00004956342,0.00006107444,0.00001236091,0.000003241569,0.001471639,0.000006196346,0.0007036967],"genre_scores_gemma":[0.9969075,0.0002243185,0.00008434316,0.00002110269,0.00000613102,0.000007681168,0.001944983,0.000004260537,0.000799595],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3439278,"threshold_uncertainty_score":0.6838518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194723753651949,"score_gpt":0.2263028393063567,"score_spread":0.2068304639411618,"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."}}