{"id":"W3199832223","doi":"10.47856/ijaast.2021.v08i9.003","title":"BIO-SUSTAINABLE PRACTICES FOR IMPROVING SOIL HEALTH INDEX","year":2021,"lang":"en","type":"article","venue":"International Journal of Advances in Agricultural Science and Technology","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Microbiologists","funders":"","keywords":"Environmental science; Pollutant; Pollution; Contamination; Bioremediation; Agriculture; Human health; Soil contamination; Waste management; Biochar; Environmental protection; Environmental pollution; Environmental chemistry; Environmental engineering; Soil water; Chemistry; Environmental health; Ecology; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009268076,0.0005053855,0.0001905034,0.001273368,0.000478799,0.001896719,0.0006025404,0.0005528168,0.008036456],"category_scores_gemma":[0.0008123151,0.00006698804,0.0002845665,0.001371838,0.0004323518,0.0008446593,0.001279899,0.0006405828,0.001330166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373743,"about_ca_system_score_gemma":0.002763097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563383,"about_ca_topic_score_gemma":0.006367889,"domain_scores_codex":[0.9994047,0.00011167,0.00003584694,0.00005417348,0.0003181873,0.00007545009],"domain_scores_gemma":[0.9994457,0.00005097274,0.0001247973,0.00003498834,0.0002690188,0.00007447137],"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":[0.00007460692,0.0005679754,0.01305401,0.003158092,0.000144952,0.0004683496,0.0007535758,0.003941442,0.07180022,0.07077736,0.02780412,0.8074554],"study_design_scores_gemma":[0.0000251136,0.0005035813,0.02345557,0.00166779,0.0001529245,0.0005814061,0.00270186,0.002259709,0.03243814,0.04826241,0.8879094,0.00004220672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1951174,0.1189967,0.1119086,0.05365432,0.001998427,0.0009009802,0.002886627,0.0008942808,0.5136425],"genre_scores_gemma":[0.8125052,0.06421819,0.07102995,0.004959872,0.000332867,0.0003566337,0.001077494,0.00008189151,0.04543782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008036456,"threshold_uncertainty_score":0.02688468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105460456764847,"score_gpt":0.3408405976506584,"score_spread":0.3302945519741737,"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."}}