{"id":"W3111161571","doi":"","title":"Cryogenic Features Of Tundra Soils Along A Bioclimate Gradient In Arctic Alaska And Canada","year":2005,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tundra; Arctic; Permafrost; Geography; Soil water; The arctic; Physical geography; Environmental science; Climatology; Oceanography; Geology; Soil science","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":[0.0002388123,0.00020712,0.0002805392,0.001828,0.003015036,0.001392532,0.0005144726,0.000425091,0.001344887],"category_scores_gemma":[0.0005480139,0.0002322639,0.000195662,0.001843117,0.0009335317,0.00046179,0.0006606014,0.0002668407,0.0001660465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005565455,"about_ca_system_score_gemma":0.003980527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8861487,"about_ca_topic_score_gemma":0.9535604,"domain_scores_codex":[0.9998642,0.00001045219,0.000008639755,0.0000385704,0.00003342877,0.0000447276],"domain_scores_gemma":[0.9992986,0.00005357149,0.00008282784,0.00002018345,0.000405632,0.000139208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007288845,0.00008719492,0.9688747,0.00006383595,0.0001034788,0.0003372189,0.003090677,0.001121938,0.01858131,0.0002953206,0.000911448,0.005804129],"study_design_scores_gemma":[0.000003698143,0.0000065527,0.9979511,0.000007508459,0.00001179928,0.00002499609,0.001193462,0.0001609924,0.000236385,0.00001526769,0.0003840546,0.000004257593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977466,0.0001134411,0.00002757564,0.00003873898,0.000005052643,0.000003986048,0.0005269503,0.000005205196,0.001532441],"genre_scores_gemma":[0.9990735,0.00009133672,0.0000471747,0.00002531522,0.00000277046,0.000004522821,0.0003857781,0.000004005057,0.000365595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138513,"threshold_uncertainty_score":0.2290435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808139094269549,"score_gpt":0.218460344841218,"score_spread":0.2003789538985225,"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."}}