{"id":"W6926090157","doi":"10.18739/a23k4g","title":"Polaris Project 2017: Soil fluxes, carbon, and nitrogen, Yukon-Kuskokwim Delta, Alaska","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; The arctic; Context (archaeology); Delta; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005913433,0.001242166,0.0007620447,0.001871791,0.0008315432,0.001379634,0.001196959,0.001087921,0.00574267],"category_scores_gemma":[0.00118504,0.000383773,0.0007280789,0.003389493,0.0004159624,0.0008107534,0.00116533,0.0006878001,0.007207256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306263,"about_ca_system_score_gemma":0.003026043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1763609,"about_ca_topic_score_gemma":0.2381096,"domain_scores_codex":[0.9997011,0.00004028304,0.00003352982,0.00009983279,0.00007794311,0.00004736514],"domain_scores_gemma":[0.9995818,0.00005156104,0.00005456708,0.00007860259,0.000165559,0.00006795226],"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":[0.0004512377,0.0001825303,0.07274553,0.002362432,0.0004234473,0.0003914295,0.0004498065,0.00655656,0.0009980546,0.001459088,0.8935596,0.02042034],"study_design_scores_gemma":[0.0003285146,0.00005028076,0.09575629,0.0007027398,0.0001791181,0.0001564587,0.001297653,0.003289458,0.001171533,0.001980891,0.8950002,0.00008689657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005668005,0.0004180132,0.0001022658,0.0001221874,0.00005209395,0.00001174797,0.9922267,0.0004085983,0.0009903099],"genre_scores_gemma":[0.004859353,0.000259631,0.0003008496,0.00003052528,0.00001128554,0.00004730973,0.9937674,0.00003413004,0.0006894918],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1763609,"threshold_uncertainty_score":0.3506687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646587067251375,"score_gpt":0.2648761287181067,"score_spread":0.2484102580455929,"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."}}