{"id":"W3128157541","doi":"10.1002/essoar.10501798.1","title":"Subsoil organic carbon response to land use in mountain soils","year":2020,"lang":"en","type":"article","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsoil; Topsoil; Soil water; Environmental science; Soil carbon; Soil organic matter; Soil science; Boreal; Hydrology (agriculture); Geology","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":[0.0001144229,0.0001803756,0.0002538658,0.0004141651,0.0003195903,0.0005368998,0.0001477408,0.0001774182,0.0005800325],"category_scores_gemma":[0.0002018879,0.0001587187,0.0001709189,0.000540911,0.0002380864,0.0001436819,0.0002892119,0.0001980123,0.00008373357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487757,"about_ca_system_score_gemma":0.0003642994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09494636,"about_ca_topic_score_gemma":0.1152189,"domain_scores_codex":[0.9999117,0.00001144645,0.000003688816,0.00002437109,0.00001330377,0.0000354412],"domain_scores_gemma":[0.999703,0.00003855933,0.0000817316,0.00001639508,0.0000641345,0.00009615414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125305,0.00008202836,0.7835986,0.0000679672,0.0001549563,0.0001859497,0.0005943022,0.0003824777,0.208407,0.00004101882,0.00008133283,0.005279102],"study_design_scores_gemma":[6.811126e-7,0.00001871922,0.9995186,5.503375e-7,0.000003117527,0.00001176086,0.00006942868,0.00004404128,0.0002974345,0.00000358127,0.00003104581,9.040037e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996941,0.00004896788,0.00001970441,0.000003473351,2.217445e-7,0.000001508257,0.0001402008,0.000001563351,0.00009023716],"genre_scores_gemma":[0.9993381,0.00004759971,0.00004654205,0.000009213907,8.333091e-7,0.000004111976,0.0003462489,0.000001402006,0.0002060117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09494636,"threshold_uncertainty_score":0.1887874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478144694247667,"score_gpt":0.214764088435728,"score_spread":0.1899826414932513,"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."}}