{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001440858,0.000334922,0.0003195019,0.0002126747,0.0004163121,0.0004077717,0.0002003507,0.0002940656,0.0006169507],"category_scores_gemma":[0.0001051742,0.0001643877,0.0002525787,0.0001589604,0.0002273852,0.0001523649,0.0002029786,0.0003936801,0.0001169071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007852089,"about_ca_system_score_gemma":0.0005888029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03938267,"about_ca_topic_score_gemma":0.1005336,"domain_scores_codex":[0.9998999,0.000007437206,0.000004922842,0.00003810183,0.00002610649,0.00002363523],"domain_scores_gemma":[0.9998844,0.0000134994,0.00002661991,0.000007511585,0.00003451868,0.00003349461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006210534,0.0001119747,0.01661056,0.00006333425,0.00002822756,0.00008790482,0.0001447253,0.0002118008,0.9798314,0.00002532888,0.00005986539,0.002203815],"study_design_scores_gemma":[0.0000189725,0.0008389593,0.7430204,0.00002083219,0.00005818372,0.0001287296,0.0005649542,0.002425366,0.2511244,0.00007415633,0.001703822,0.00002132432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9982265,0.0001766225,0.0002922774,0.00001439338,0.00001068404,0.00001395398,0.0004916873,0.00001420792,0.0007597078],"genre_scores_gemma":[0.9946941,0.0002390624,0.001029787,0.00006774108,0.000006221,0.00003917451,0.0008787691,0.00001383125,0.003031388],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03938267,"threshold_uncertainty_score":0.07830685,"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."}}