{"id":"W2738989224","doi":"","title":"Environmental controls on patterns of plant nitrogen uptake in Canadian permafrost soils","year":2016,"lang":"en","type":"article","venue":"Japan Geoscience Union","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Soil water; Environmental science; Nitrogen; Earth science; Soil science; Physical geography; Geology; Geography; Chemistry; Oceanography","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":[0.00026467,0.0002437434,0.0002973702,0.001511226,0.001582741,0.0008496905,0.0006807029,0.0003514277,0.001295864],"category_scores_gemma":[0.0006198192,0.0002420269,0.0002779774,0.002050007,0.0009180072,0.0004200351,0.0004321665,0.000273258,0.00009240985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01533738,"about_ca_system_score_gemma":0.007548616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9554549,"about_ca_topic_score_gemma":0.9860619,"domain_scores_codex":[0.9997225,0.00001506407,0.00001155163,0.00007011415,0.00005270468,0.000128039],"domain_scores_gemma":[0.9992524,0.0000875537,0.0001168694,0.00002641344,0.0003437546,0.0001730265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009681979,0.0001007031,0.9146172,0.0001007982,0.0001573996,0.0002388292,0.001176468,0.002276367,0.06657968,0.000895514,0.0008398671,0.012049],"study_design_scores_gemma":[0.000002554583,0.000005386528,0.9988557,0.000001636144,0.000006951008,0.00001047184,0.0002408008,0.0002634047,0.0003029313,0.00002654555,0.0002778033,0.000005821237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983047,0.000171193,0.0000425784,0.00006004866,0.000001966066,0.000004066121,0.0004370456,0.000004972982,0.0009733383],"genre_scores_gemma":[0.9990496,0.0001226915,0.00006823199,0.00001835598,0.000001225506,0.000003428386,0.0003379528,0.000003901444,0.0003945266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04454511,"threshold_uncertainty_score":0.111281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643207304328694,"score_gpt":0.2016381205390521,"score_spread":0.1852060474957652,"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."}}