{"id":"W2897805030","doi":"10.5061/dryad.v2k2607","title":"Data from: Isotopic evidence for oligotrophication of terrestrial ecosystems","year":2018,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Ecosystem; Terrestrial ecosystem; Environmental science; Environmental resource management; Geography; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008844297,0.0001218032,0.0002349847,0.00005343465,0.000277899,0.00003351391,0.002050876,0.00008641013,0.0001325765],"category_scores_gemma":[0.00008237536,0.00009772804,0.00001684206,0.0001178422,0.0002624854,0.0004554513,0.0003169613,0.0001290195,0.00005134399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":4.844251e-7,"about_ca_system_score_gemma":0.00004324605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004262882,"about_ca_topic_score_gemma":0.1007658,"domain_scores_codex":[0.9984213,0.0002659391,0.0002898499,0.00057342,0.0001369571,0.0003125122],"domain_scores_gemma":[0.996762,0.001602239,0.0001428985,0.001376902,0.00002456785,0.00009133045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000295948,0.000008184838,0.9959667,0.0001071961,0.00004175902,0.000001631975,0.0002995958,0.0000312382,0.00005284504,0.000009831891,0.0003183166,0.002866795],"study_design_scores_gemma":[0.0002640834,0.0001161507,0.5122503,0.0001892916,0.00004026343,0.00000848876,0.00008692584,0.4839478,0.00001410774,0.0005760226,0.002414396,0.00009208734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933375,0.001373411,0.001084691,0.0002295961,0.0004575814,0.0002791827,0.002763841,0.00002412645,0.0004501237],"genre_scores_gemma":[0.9846025,0.0004424388,0.001641274,0.00005989263,0.0008143182,0.000002501877,0.01240678,0.000003410411,0.00002690403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4839166,"threshold_uncertainty_score":0.9156429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283273722187754,"score_gpt":0.3335271598598379,"score_spread":0.2051997876410626,"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."}}