{"id":"W2606586896","doi":"10.5539/jas.v9n5p217","title":"Impact of Management on the Physical Attributes of a Dystrophic Yellow Latosol","year":2017,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Soil quality; Soil management; Tillage; Infiltration (HVAC); Soil structure; Soil water; Soil science; Agronomy; Geography; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002369213,0.0002355152,0.0002563423,0.0003188012,0.0002695113,0.0004183035,0.0001550811,0.0001411787,0.0003444999],"category_scores_gemma":[0.000300795,0.0000777535,0.0001851191,0.0002697146,0.0003937093,0.0001654155,0.0003738555,0.0001168703,0.00004295547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005521702,"about_ca_system_score_gemma":0.0004678953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452371,"about_ca_topic_score_gemma":0.02177492,"domain_scores_codex":[0.9998146,0.00003659483,0.00001883962,0.00003900217,0.00004941309,0.00004159183],"domain_scores_gemma":[0.9996369,0.0000537485,0.0001435275,0.00002416511,0.00005097014,0.00009073819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001091421,0.0003990076,0.5603709,0.0001843047,0.0001297134,0.00101973,0.0009990748,0.001136716,0.4189348,0.0001625926,0.00007503712,0.01549672],"study_design_scores_gemma":[0.000005188537,0.0007170782,0.9925333,0.000005705275,0.00002028524,0.0001021446,0.000527592,0.000532891,0.005205397,0.00002426047,0.000320732,0.000005381577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997678,0.00003186816,0.00002520128,0.000003656715,4.019524e-7,0.000003775318,0.00002081318,9.539993e-7,0.0001455472],"genre_scores_gemma":[0.9997181,0.00003856389,0.00009011497,0.000006616014,6.994327e-7,0.000004481403,0.00003806927,7.231432e-7,0.0001024738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007452371,"threshold_uncertainty_score":0.01481795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754151948865602,"score_gpt":0.2603139258302441,"score_spread":0.2327724063415881,"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."}}