{"id":"W2094447458","doi":"10.5539/sar.v3n4p63","title":"Soil Organic Matter Quality From Soils Cropped by Traditional Peasants","year":2014,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Humus; Soil water; Soil fertility; Organic matter; Agronomy; Oxisol; Soil quality; Chemistry; Soil organic matter; Chemical composition; Environmental science; Biology; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001550341,0.0002561132,0.0003049689,0.00002917684,0.0007676703,0.0003450309,0.0006235814,0.000299021,0.00381706],"category_scores_gemma":[0.0003471114,0.00009414322,0.000156114,0.001026924,0.0001795911,0.000235301,0.0002193779,0.0006533415,0.0005452579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257479,"about_ca_system_score_gemma":0.00004401613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009612367,"about_ca_topic_score_gemma":0.001296451,"domain_scores_codex":[0.9958219,0.0009211499,0.0003245697,0.0006495806,0.001107157,0.001175642],"domain_scores_gemma":[0.9977972,0.0008193951,0.00008207409,0.0001545555,0.000792986,0.0003537969],"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":[0.0001534251,0.0007595976,0.02119719,0.00006283899,0.00008575655,0.00003774274,0.0002691068,0.00001112815,0.5407184,0.005357604,0.4277115,0.003635695],"study_design_scores_gemma":[0.001017916,0.0005369613,0.8342155,0.00003914964,0.00002612819,0.00002016456,0.01349483,0.0006056069,0.02253241,0.05237725,0.07400183,0.00113226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764843,0.0002794159,0.000006532069,0.004582739,0.00005872359,0.0003264822,0.0001527044,0.00009646195,0.01801265],"genre_scores_gemma":[0.9806525,0.00003807226,0.00001439738,0.000348436,0.0007642375,0.00006472115,0.001040917,0.000003591801,0.0170731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8130183,"threshold_uncertainty_score":0.9970936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821840173725905,"score_gpt":0.2851491227091893,"score_spread":0.2469307209719303,"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."}}