{"id":"W6963534792","doi":"10.18739/a29z90d69","title":"Vegetation type, soil biogeochemical data, and upscaled soil carbon on South Baffin Island, Nunavut, Canada, 2022","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biogeochemical cycle; Vegetation (pathology); Soil carbon; Arctic; Soil horizon; Soil water; Hydrology (agriculture); Tundra; Climate change","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006339925,0.001248422,0.001155091,0.0006333795,0.0001777984,0.0003081835,0.001635546,0.000897219,0.0005413034],"category_scores_gemma":[0.0004976908,0.001221289,0.0001126475,0.001016091,0.0002300043,0.000160151,0.001221142,0.002048422,0.006357507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007964695,"about_ca_system_score_gemma":0.002765377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3008947,"about_ca_topic_score_gemma":0.9441198,"domain_scores_codex":[0.9936313,0.0002847784,0.0009223385,0.002444801,0.001639138,0.001077667],"domain_scores_gemma":[0.9953762,0.0003169006,0.0004163954,0.00324291,0.0001471979,0.0005003944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003294973,0.00009652672,0.0003182256,0.0006145511,0.0003439117,0.0006763436,0.00007848135,0.00002715626,0.0005722746,0.000003244838,0.9967272,0.00021261],"study_design_scores_gemma":[0.001231194,0.0001414433,0.000382645,0.0007460627,0.001301428,0.0001293614,0.0001293981,0.005696772,0.0005714552,0.0000695515,0.9879367,0.001663998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06078247,0.005353635,1.401512e-7,0.00009009869,0.002222163,0.0005555261,0.9297635,0.0001670467,0.001065415],"genre_scores_gemma":[0.01836137,0.0006537904,0.00001139332,0.0003848485,0.001235971,0.00005670364,0.9787468,0.0003146456,0.0002344683],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.643225,"threshold_uncertainty_score":0.9990237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301826093512625,"score_gpt":0.2447739240655004,"score_spread":0.2317556631303741,"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."}}