{"id":"W3123849019","doi":"","title":"Impacts of Soil Temperature and Moisture Change on Soil Carbon Dynamics in the Alaskan Yukon River Basin - From the Perspective of Vertical Distribution","year":2008,"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":"Environmental science; Hydrology (agriculture); Drainage basin; Climate change; Distribution (mathematics); Perspective (graphical); Soil water; Climatology; Physical geography; Soil science; Geology; Geography; Oceanography; Geotechnical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003283601,0.0001512874,0.0001966569,0.00002779368,0.0001239848,0.00002138217,0.000161856,0.0001366151,0.000006874853],"category_scores_gemma":[0.0001909457,0.00008818047,0.00004817695,0.0001589034,0.000215351,0.00008104645,0.00001316443,0.0003270309,0.000002888245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000248726,"about_ca_system_score_gemma":0.00002826422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4740301,"about_ca_topic_score_gemma":0.6445302,"domain_scores_codex":[0.9989384,0.0001285269,0.0001995724,0.000209963,0.000289247,0.0002343184],"domain_scores_gemma":[0.9989254,0.0006811812,0.0000973389,0.0001809144,0.00005710825,0.00005804079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001076645,0.00004954183,0.9873607,0.00001643943,0.00001329173,0.00003388024,0.01157892,0.0002483029,0.0002307001,0.00002631902,0.0001561458,0.0001781406],"study_design_scores_gemma":[0.0002614548,0.0001295893,0.9926488,0.0001273912,0.00002173023,0.00001087951,0.004611421,0.001658079,0.0003298497,0.00007831229,0.00002322014,0.00009927864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933922,0.0006210897,3.553921e-8,0.002138463,0.00008748436,0.0001615924,0.001552652,0.000007707778,0.002038758],"genre_scores_gemma":[0.9981193,0.0003619381,0.000002608396,0.0003190372,0.0001639617,0.000001315067,0.001024856,0.000004018912,0.000002961553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1705001,"threshold_uncertainty_score":0.5294724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233312269021672,"score_gpt":0.228175018196377,"score_spread":0.2048437912942098,"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."}}