{"id":"W3008552850","doi":"","title":"Estimating aboveground biomass in the boreal forests of the Yukon River Basin, Alaska","year":2011,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Taiga; Boreal; Biomass (ecology); Forestry; Environmental science; Drainage basin; Physical geography; Hydrology (agriculture); Geography; Geology; Oceanography; Archaeology","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":[0.0002631966,0.00007867051,0.00009027887,0.00002947957,0.00008677696,0.00001786122,0.000314002,0.00004133654,0.0008897959],"category_scores_gemma":[0.0000248139,0.0000397977,0.00004716103,0.0002002672,0.0001249447,0.0001132812,0.00001519423,0.00008192036,0.00005323963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001925718,"about_ca_system_score_gemma":0.00001444658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06467351,"about_ca_topic_score_gemma":0.128879,"domain_scores_codex":[0.9993311,0.00006890095,0.0001433274,0.0001099144,0.0001609709,0.0001857907],"domain_scores_gemma":[0.9995475,0.0001311691,0.00006916562,0.0002128156,0.00001470965,0.00002468122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001015708,0.00001282815,0.9906355,0.00001277475,0.000003316264,0.000007539269,0.005409335,0.00002728814,0.00001834749,0.00003246048,0.0003358979,0.003494545],"study_design_scores_gemma":[0.0001127897,0.00003743996,0.9937182,0.00002413333,0.000007605035,0.00001129742,0.0002884809,0.004317983,0.0001322558,0.0009479626,0.0003435408,0.00005830897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818971,0.0001283611,0.000006577976,0.0001739117,0.0002312791,0.0001156026,0.0002193632,0.000006182863,0.01722159],"genre_scores_gemma":[0.9993281,0.000009210446,0.00014919,0.0003004203,0.0000762491,9.929934e-7,0.00009742608,0.000002172907,0.0000362243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06420545,"threshold_uncertainty_score":0.9742641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05424818664061749,"score_gpt":0.2404933202671427,"score_spread":0.1862451336265253,"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."}}