{"id":"W4411717565","doi":"10.1139/facets-2025-0086","title":"Drivers of the variability of soil phosphorus fractions in boreal forested watersheds","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada); University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Boreal; Phosphorus; Taiga; Hydrology (agriculture); Soil science; Forestry; Ecology; Geography; Geology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00015797,0.00004513774,0.0001022487,0.00001803059,0.00003154857,0.000001682203,0.0001473017,0.000052822,0.0002159794],"category_scores_gemma":[0.0000422195,0.00003024295,0.00003652371,0.0001919023,0.0001410261,0.00003440644,0.0001214834,0.00006932302,0.000004837993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000649491,"about_ca_system_score_gemma":0.00001577852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208725,"about_ca_topic_score_gemma":0.002781514,"domain_scores_codex":[0.9995255,0.00004768232,0.0001389992,0.000107113,0.00007218719,0.0001085202],"domain_scores_gemma":[0.9996998,0.00005206735,0.00004389576,0.0001852777,0.000004176045,0.00001476125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001101725,0.00006654565,0.9959092,0.000003885181,0.000005195877,2.649451e-7,0.0002233876,0.0009102733,0.001230854,0.0001211278,0.0009624611,0.0005557493],"study_design_scores_gemma":[0.0002811828,0.00001767759,0.9913025,0.000006565463,0.000006568255,2.671484e-7,0.00005157196,0.0006031157,0.005245471,0.001224471,0.001233054,0.00002756451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722131,0.000002891095,0.00006891985,0.0003586914,0.0001045751,0.00009706349,0.00001089113,0.00000423749,0.02713962],"genre_scores_gemma":[0.9995004,0.000006953854,0.00004416568,0.00004612529,0.000001753485,0.000005866016,0.000003538625,0.000001397117,0.0003898054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728728,"threshold_uncertainty_score":0.4850654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005349398516195095,"score_gpt":0.2196371958034922,"score_spread":0.2142877972872971,"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."}}