{"id":"W3084951516","doi":"10.1016/j.tree.2020.08.007","title":"Surplus Carbon Drives Allocation and Plant–Soil Interactions","year":2020,"lang":"en","type":"review","venue":"Trends in Ecology & Evolution","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":367,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photosynthesis; Nutrient; Carbon fixation; Carbon fibers; Ecosystem; Biology; Agronomy; Botany; Ecology","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":[0.0001335716,0.0002593586,0.0007021251,0.0001118639,0.00008273464,0.00002029933,0.0001559648,0.0003546668,0.00006207362],"category_scores_gemma":[0.00004717883,0.0001231723,0.0001537827,0.0006322235,0.00008256012,0.00006119011,0.0000873661,0.0003913998,0.00001513786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310184,"about_ca_system_score_gemma":0.00003036424,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000576074,"about_ca_topic_score_gemma":0.05788652,"domain_scores_codex":[0.9985635,0.0002677481,0.000387486,0.0004342327,0.0000891953,0.0002578362],"domain_scores_gemma":[0.999369,0.000255323,0.0002154681,0.00005777666,0.00002185119,0.00008059919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001005624,0.00005551272,0.004562283,0.0001087273,0.0000410082,0.000009418344,0.00003794838,0.000002455231,0.00001678332,0.0002179515,0.000109457,0.9948284],"study_design_scores_gemma":[0.0003037566,0.0004600591,0.2594104,0.0008465273,0.000587272,0.0002710625,0.0001694667,0.0079251,0.000001599393,0.0003335984,0.7288641,0.0008271251],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1229169,0.8742642,3.382659e-7,0.0004332117,0.0007078024,0.0002143732,0.0001022781,0.00010665,0.001254235],"genre_scores_gemma":[0.09013707,0.9081569,0.0000114627,0.00002618034,0.0002824364,0.00009337485,0.001039786,0.000002970629,0.0002497799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940013,"threshold_uncertainty_score":0.9593046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313037145444587,"score_gpt":0.2807910857676555,"score_spread":0.2494873712231968,"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."}}