{"id":"W6963521452","doi":"10.18739/a2td9n79h","title":"Alexandra Fiord Dry Tundra Ecosystem [Welker, J., J. Fahnestock]","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tundra; Snowmelt; Fjord; Snow; Growing season; Carbon dioxide; Ecosystem; Permafrost; Hydrology (agriculture)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001161714,0.002451463,0.003024799,0.001455512,0.0004394898,0.0006944438,0.003946291,0.002210946,0.01049002],"category_scores_gemma":[0.0003972525,0.002415915,0.0009617081,0.00120748,0.0002623077,0.0008262449,0.001430157,0.00259241,0.3421133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180786,"about_ca_system_score_gemma":0.001068124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009877584,"about_ca_topic_score_gemma":0.001417008,"domain_scores_codex":[0.989707,0.0007615324,0.002022178,0.002817165,0.002316829,0.00237532],"domain_scores_gemma":[0.9900259,0.0007009433,0.001517437,0.006644387,0.000363755,0.0007475205],"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":[0.0002584271,0.0003154895,0.0002776854,0.00167361,0.0005259466,0.000633004,0.00005096087,0.00003364871,0.0001641337,0.00001565805,0.9958409,0.0002105224],"study_design_scores_gemma":[0.002116444,0.0002949682,0.0006348655,0.001251531,0.0008702005,0.0003430354,0.0001051432,0.0001311512,0.0000736907,0.00002622194,0.9913688,0.002783963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002226419,0.004256908,0.000007822128,0.00004991853,0.006330122,0.002794357,0.9810198,0.0007036903,0.00261094],"genre_scores_gemma":[0.0008517074,0.000852205,0.0001001594,0.0004770505,0.002185245,0.0003574348,0.989818,0.0007881354,0.00457003],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3316233,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408167127780043,"score_gpt":0.2774109770927679,"score_spread":0.2533293058149674,"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."}}