{"id":"W6901654164","doi":"10.6073/pasta/0c3d3acd8942dde30138cbc9700e61a2","title":"Cellulose in situ Decomposition in a Bog Exposed to Increasing Nitrogen Treatments, 2012-2014","year":2019,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bog; Peat; Decomposition; Cellulose; Nitrogen; Persistence (discontinuity)","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":["insufficient_payload"],"category_scores_codex":[0.0009896918,0.00118877,0.00120618,0.001294576,0.00009783758,0.000121579,0.001933276,0.0005660325,0.001933982],"category_scores_gemma":[0.0001250853,0.001347654,0.0001195508,0.0004427724,0.0001962645,0.002081245,0.002921769,0.001027732,0.05772359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004153222,"about_ca_system_score_gemma":0.0001308286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791716,"about_ca_topic_score_gemma":0.003090088,"domain_scores_codex":[0.9929824,0.001651405,0.001169349,0.002227227,0.0009200186,0.001049565],"domain_scores_gemma":[0.9952648,0.0005418701,0.0006753913,0.003164177,0.000006390795,0.000347335],"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":[0.001082748,0.002534532,0.004269302,0.00005041433,0.0002539544,0.0006101023,0.0004731939,0.00003006162,0.0177118,5.528988e-7,0.9727927,0.0001905721],"study_design_scores_gemma":[0.01580391,0.001841489,0.09250835,0.001906881,0.001160285,0.0001619723,0.00220674,0.0001509475,0.0135086,0.0001955759,0.8653324,0.005222872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1224851,0.0004861259,0.00000888511,0.000023536,0.000187152,0.002663244,0.8738894,0.00003205889,0.0002244335],"genre_scores_gemma":[0.05594045,0.0003367242,0.0008229336,0.0004810948,0.0001284844,0.0002919377,0.941765,0.000209882,0.00002347322],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1074604,"threshold_uncertainty_score":0.9996697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411359110518659,"score_gpt":0.2989416105068244,"score_spread":0.2548280194016378,"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."}}