{"id":"W2884900879","doi":"10.5194/bg-15-4575-2018","title":"Environmental drivers of soil phosphorus composition in natural ecosystems","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Edaphic; Pedogenesis; Weathering; Environmental chemistry; Ecosystem; Soil organic matter; Soil carbon; Leaching (pedology); Phosphorus; Environmental science; Soil water; Soil chemistry; Soil science; Chemistry; Ecology; Geology; Geochemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470929,0.0001763993,0.0002937145,0.001077384,0.0001834685,0.0005599398,0.0001672002,0.0001805365,0.0005148601],"category_scores_gemma":[0.0008356702,0.0001251994,0.0002674341,0.00173066,0.0003150432,0.0004669742,0.0004862408,0.0001221275,0.0001076518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706027,"about_ca_system_score_gemma":0.0002913234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376536,"about_ca_topic_score_gemma":0.006096103,"domain_scores_codex":[0.9996351,0.00009543433,0.00003621584,0.0001485631,0.0000540119,0.00003072109],"domain_scores_gemma":[0.9993927,0.0001969955,0.0002368344,0.00004817956,0.00008450698,0.00004075068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005100222,0.00001416887,0.9749838,0.0002202559,0.0002724305,0.0001469969,0.0001086633,0.001537347,0.01390636,0.0001791473,0.0001130152,0.008466875],"study_design_scores_gemma":[0.000001480667,0.000009086048,0.9982104,0.000004213975,0.00001797295,0.00005932689,0.00009221429,0.0007215068,0.0003590068,0.0001566713,0.0003640913,0.000004033093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996523,0.0006005527,0.0005860262,0.00002532374,0.000001413216,0.000004743361,0.001879811,0.00001311982,0.0003660158],"genre_scores_gemma":[0.99813,0.0002157404,0.0003263311,0.00001010248,0.000002392405,0.000006706979,0.001251498,0.000003478314,0.0000537132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004376536,"threshold_uncertainty_score":0.008702099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007983575576412305,"score_gpt":0.1926031465900179,"score_spread":0.1846195710136056,"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."}}