{"id":"W4283691650","doi":"10.3389/fsoil.2022.814554","title":"Carbon, Nitrogen, Phosphorus, and Extracellular Soil Enzyme Responses to Different Land Use","year":2022,"lang":"en","type":"article","venue":"Frontiers in Soil Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Chemistry; Agronomy; Phosphomonoesterase; Soil organic matter; Humus; Hordeum vulgare; Soil carbon; Soil fertility; Manure; Soil pH; Tillage; Soil water; Environmental science; Soil science; Biology; Poaceae; Biochemistry; Phosphatase; Enzyme","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":[0.0001338802,0.0002619779,0.0003006748,0.0003144644,0.0001781795,0.0003907834,0.0001460456,0.0002863063,0.0004839863],"category_scores_gemma":[0.0001843487,0.0001281518,0.0002412979,0.0005423824,0.0002128691,0.0003099148,0.0001839495,0.0002642436,0.00009525237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004730183,"about_ca_system_score_gemma":0.0002576254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005606654,"about_ca_topic_score_gemma":0.009089408,"domain_scores_codex":[0.9998678,0.00001479341,0.000007951833,0.00006080992,0.00001594399,0.00003258327],"domain_scores_gemma":[0.9998059,0.00002472412,0.0000634798,0.00001312135,0.00003709887,0.00005566147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001946357,0.0002163984,0.104983,0.0001170088,0.0001439938,0.0001567322,0.0001848392,0.0002637403,0.8816906,0.00003705552,0.00007325227,0.010187],"study_design_scores_gemma":[0.00001162885,0.0007480378,0.9680958,0.000004357492,0.00004817114,0.00007681819,0.0001531141,0.0004690553,0.02973104,0.00006006807,0.000593255,0.000008680126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994249,0.0001701985,0.00007405099,0.000007433999,0.000002187842,0.000003612343,0.0001838821,0.000002423978,0.0001313173],"genre_scores_gemma":[0.9981275,0.0001869956,0.0002596455,0.00003233493,0.00000372743,0.00002774413,0.0005799051,0.000004975425,0.000777183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005606654,"threshold_uncertainty_score":0.01114804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413870556064576,"score_gpt":0.2082050078353656,"score_spread":0.1940663022747198,"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."}}