{"id":"W4220746999","doi":"10.5539/ep.v11n1p33","title":"Microbial Abundance of Waste Derived Biochar Incubated Acid Soil in Bangladesh","year":2022,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biochar; Nutrient; Agronomy; Soil water; Incubation; Soil pH; Chemistry; Animal science; Environmental science; Biology; Ecology; Pyrolysis","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":[0.0001054654,0.00006365516,0.00008142873,0.00001273319,0.00009432904,0.000005005735,0.00006187699,0.00003036252,0.00031976],"category_scores_gemma":[0.000002146679,0.00003348345,0.0000286648,0.00009762214,0.00005022547,0.00002925802,0.00008253819,0.00006934963,0.000003667649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004302734,"about_ca_system_score_gemma":0.000002047584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783372,"about_ca_topic_score_gemma":0.0001578084,"domain_scores_codex":[0.999485,0.00006180231,0.0001136454,0.0001286786,0.00009724531,0.0001136688],"domain_scores_gemma":[0.9998887,0.000007685283,0.00005211667,0.00002490108,0.000001474572,0.00002518979],"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":[0.00004089431,0.00004721199,0.00747513,0.000001595409,0.000002990936,9.061208e-7,0.0001319576,0.0001784397,0.9865058,0.00002851708,0.00001904192,0.005567526],"study_design_scores_gemma":[0.0007981345,0.0005126318,0.5992053,0.00001021236,0.00001579916,0.00001212733,0.00124966,0.002030726,0.3925484,0.0001941584,0.00312256,0.0003003419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988632,0.0004942406,0.000001173891,0.0003889889,0.00004923476,0.0000835148,0.00006027616,0.000008352093,0.00005098096],"genre_scores_gemma":[0.9995697,0.0001287138,0.00001301343,0.00009828794,0.0000333245,0.000006691081,0.00007159218,6.060776e-7,0.00007812813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939574,"threshold_uncertainty_score":0.3501148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007179274420520611,"score_gpt":0.1681463969296431,"score_spread":0.1609671225091225,"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."}}