{"id":"W2370437692","doi":"10.5539/jas.v8n6p120","title":"Soil Physical Quality of Brazilian Crop Management Systems Evaluated with Aid of Penetrometer","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Penetrometer; Soil water; Bulk density; Agronomy; Jatropha curcas; Environmental science; Soil compaction; Crop; Soil quality; Saccharum officinarum; Mathematics; Horticulture; Soil science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009771431,0.0001404976,0.0003517845,0.00004098948,0.0001083851,0.00005808817,0.0007250182,0.0000310391,0.00006111377],"category_scores_gemma":[0.00005904832,0.00003114659,0.0001494989,0.001040555,0.0004061912,0.0005424728,0.0001183291,0.00006962266,0.000005830505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005267502,"about_ca_system_score_gemma":0.00001450362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187559,"about_ca_topic_score_gemma":0.0000502694,"domain_scores_codex":[0.9976556,0.00008568843,0.0005294075,0.000212093,0.001240485,0.000276705],"domain_scores_gemma":[0.9982304,0.0001344816,0.0008069128,0.00007758154,0.0006254748,0.0001251665],"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":[0.0001094225,0.0001785846,0.01605466,0.00003380746,0.00005313926,0.000003410506,0.00007362007,0.00006534594,0.9670774,0.0006770244,0.0003460985,0.0153275],"study_design_scores_gemma":[0.0004174419,0.0009419763,0.9745672,0.0001886631,0.00004294416,0.00001152495,0.0008116125,0.000008707744,0.02261194,0.00007649416,0.000189176,0.0001322592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970015,0.0000499638,0.000008153953,0.0006759999,0.0001506083,0.0001494005,0.000005962421,0.000008736455,0.001949679],"genre_scores_gemma":[0.999224,0.00003350211,0.00006931629,0.00001536891,0.0001374467,0.000002184562,6.624847e-7,5.560245e-7,0.0005169564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9585126,"threshold_uncertainty_score":0.1496628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670879668110883,"score_gpt":0.2619910663137822,"score_spread":0.2352822696326733,"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."}}