{"id":"W2996481738","doi":"","title":"Mapping Soil Carbon in the Yukon Kuskokwim River Delta Alaska","year":2017,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Delta; River delta; Environmental science; Carbon fibers; Hydrology (agriculture); Physical geography; Geology; Geography; Engineering; Computer science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002748078,0.0001915874,0.0003032773,0.00007140943,0.006593823,0.00003394845,0.0006262939,0.0002645247,0.000006103894],"category_scores_gemma":[0.001220926,0.0001409031,0.00006160146,0.00005717827,0.0001178418,0.00008022413,0.0003340126,0.0009176221,0.0002407834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753144,"about_ca_system_score_gemma":0.0001793826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2408311,"about_ca_topic_score_gemma":0.5617406,"domain_scores_codex":[0.9973212,0.0002949121,0.0005577491,0.0003116096,0.0002075768,0.001306945],"domain_scores_gemma":[0.9977737,0.0008013599,0.0005679471,0.0006713379,0.0001197289,0.00006591078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002054361,0.00007262685,0.8576238,0.0001168928,0.00003300791,0.0001126253,0.1394204,0.0002720252,0.00003789688,0.00007679791,0.00116032,0.001053056],"study_design_scores_gemma":[0.000581936,0.00004302459,0.9508243,0.000262651,0.00001413412,0.000004014441,0.0376939,0.0001172683,0.000007066089,0.0003519841,0.009911912,0.0001877847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178283,0.00009464409,4.526701e-7,0.00265244,0.0008147908,0.0004425725,0.000003070591,0.00003658989,0.2781271],"genre_scores_gemma":[0.9968252,0.0001677878,0.00009133467,0.001561452,0.0005989174,0.0001040558,0.000005766585,0.00002593573,0.0006195697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3209095,"threshold_uncertainty_score":0.9946995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243266986702417,"score_gpt":0.3427000744145975,"score_spread":0.2902674045475734,"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."}}