{"id":"W2887814170","doi":"10.5539/jas.v10n9p180","title":"Structural Alterations of Paraná’s Oxisols by Cover Crops","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lupinus; Crotalaria juncea; Agronomy; Crotalaria; Biology; Cover crop; Oxisol; Cajanus; Mucuna; Latosol; Botany; Soil water; Green manure; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003273891,0.0001102487,0.0001762425,0.000020556,0.0003479778,0.0001500478,0.0006327243,0.00003836776,0.0005142901],"category_scores_gemma":[0.00009519447,0.00003150792,0.0001087164,0.0008554463,0.0004808841,0.000782944,0.00007899615,0.0001018517,0.00002229736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003118176,"about_ca_system_score_gemma":0.0000157434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008319126,"about_ca_topic_score_gemma":0.00006694331,"domain_scores_codex":[0.9985869,0.00002735726,0.0003804754,0.0001557922,0.000592768,0.000256725],"domain_scores_gemma":[0.9987758,0.00006536626,0.0003949286,0.00004303805,0.0005934279,0.0001273774],"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":[0.00001719514,0.0000294038,0.007395943,0.000001989187,0.000009987055,9.817421e-7,0.0001272175,0.00001307446,0.9698631,0.0002822168,0.01669355,0.00556541],"study_design_scores_gemma":[0.0001480053,0.000744135,0.9210304,0.00002677032,0.00001837349,0.00003188322,0.0004662144,0.00003310139,0.07192662,0.0001915285,0.005240095,0.0001428578],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957915,0.00008949788,0.000004684593,0.001328495,0.0003712435,0.00007917058,0.000009148021,0.000008891763,0.002317362],"genre_scores_gemma":[0.9986354,0.00002085443,0.0001223881,0.00014171,0.0004729696,7.306603e-7,0.000002917583,3.3172e-7,0.0006027069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9136345,"threshold_uncertainty_score":0.5631115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531220234855499,"score_gpt":0.2331081647860122,"score_spread":0.2177959624374572,"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."}}