{"id":"W3129807895","doi":"10.47277/jett/9(2)367","title":"Sustainable Use of Chemical in Agricultural Soils and Implications for Precision Agriculture","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Treatment Techniques","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University","keywords":"Agriculture; Environmental remediation; Environmental chemistry; Soil water; Nutrient; Soil test; Environmental science; Inductively coupled plasma mass spectrometry; Inductively coupled plasma; Chemistry; Mass spectrometry; Soil science; Contamination; Biology; Ecology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001221137,0.0002118324,0.0002441425,0.0008149795,0.0005173578,0.001547423,0.0004545212,0.0005088545,0.0007176987],"category_scores_gemma":[0.001809064,0.0001195413,0.0001652609,0.001699873,0.001109633,0.0009168128,0.0007815302,0.0002437378,0.0001179288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197655,"about_ca_system_score_gemma":0.002190769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005705715,"about_ca_topic_score_gemma":0.01551253,"domain_scores_codex":[0.9988631,0.0002631563,0.00004851838,0.0001784222,0.0005617139,0.00008517637],"domain_scores_gemma":[0.9985912,0.0003133565,0.0005494032,0.0001508741,0.0003502663,0.00004493497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002885873,0.0002060966,0.3806535,0.0007949647,0.0001795886,0.0005281739,0.001374275,0.009592636,0.0967401,0.0141474,0.0009995636,0.4944952],"study_design_scores_gemma":[0.00005344578,0.001704623,0.6246915,0.0006708985,0.0003219488,0.002504729,0.01455859,0.01736643,0.1453396,0.07408086,0.1185952,0.0001120977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492813,0.01439605,0.01325213,0.003859592,0.00004141932,0.00004509375,0.0003439357,0.00007225387,0.01870827],"genre_scores_gemma":[0.9896941,0.003439682,0.005723563,0.0001326073,0.00001234764,0.00001130373,0.00004899649,0.000006279114,0.0009309607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005705715,"threshold_uncertainty_score":0.01134503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153063357034279,"score_gpt":0.2330195458978278,"score_spread":0.2177132101943998,"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."}}