{"id":"W4405850124","doi":"10.3390/microorganisms13010031","title":"Soil Microbial Responses to Varying Environmental Conditions in a Copper Belt Region of Africa: Phytoremediation Perspectives","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phytoremediation; Cobalt; Leucaena leucocephala; Copper; Environmental chemistry; Tailings; Rhizosphere; Soil contamination; Environmental science; Agronomy; Soil water; Chemistry; Biology; Heavy metals; Soil science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002991739,0.0001958249,0.0001989975,0.0001595395,0.00008693279,0.0000285414,0.0002061027,0.00009665523,0.001440594],"category_scores_gemma":[0.00005178103,0.0002035566,0.00007550429,0.0003458358,0.0002941804,0.000223089,0.0002254469,0.0001741238,0.001077271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009403813,"about_ca_system_score_gemma":0.00002192887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007803774,"about_ca_topic_score_gemma":0.00003677711,"domain_scores_codex":[0.9983718,0.0001358912,0.0003394535,0.0005299728,0.0002916456,0.0003312053],"domain_scores_gemma":[0.999459,0.0001035331,0.00005136592,0.0002818411,0.000001954738,0.0001023143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003360868,0.0001904604,0.004192376,0.00001075604,0.00001318509,0.00004665229,0.01135109,0.0004433569,0.9801452,0.00004219854,0.003089989,0.0004411432],"study_design_scores_gemma":[0.0005633027,0.0002396626,0.1218684,0.000117129,0.00004581717,0.00009305024,0.002688119,0.0001116702,0.8594601,0.0004596914,0.01382649,0.0005265718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970729,0.0003522717,0.0003435798,0.0006663987,0.0002041923,0.0003757476,0.00007279607,0.0000490114,0.0008630799],"genre_scores_gemma":[0.9971159,0.00007393985,0.001535542,0.0001091237,0.00006128278,0.00003834695,0.00002100796,0.00004148845,0.001003434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206851,"threshold_uncertainty_score":0.9997005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127345178336201,"score_gpt":0.2349957464464197,"score_spread":0.2222612286127996,"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."}}