{"id":"W4396641318","doi":"10.1016/j.plaphy.2024.108652","title":"Deciphering the mechanistic role of Bacillus paramycoides (PM51) and Bacillus tequilensis (PM52) in bio-sorption and phyto-assimilation of Cadmium via Linum usitatissimum L. Seedlings","year":2024,"lang":"en","type":"article","venue":"Plant Physiology and Biochemistry","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Quaid-i-Azam University","keywords":"Sorption; Linum; Bacillus (shape); Biosorption; Bacillus pumilus; Nuclear chemistry; Bioremediation; Langmuir; Botany; Biology; Bacillus megaterium; Chemistry; Langmuir adsorption model; Freundlich equation; Fourier transform infrared spectroscopy; Adsorption; Bacteria; Microbiology; Organic chemistry; Chemical 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":[0.0001035624,0.0002665061,0.0001840666,0.00008600869,0.0002078254,0.0002508835,0.0001527864,0.0003792041,0.00103017],"category_scores_gemma":[0.00006582414,0.0001318754,0.0002073555,0.00006137139,0.000160721,0.0004083266,0.0002804122,0.0006162717,0.0002759595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184729,"about_ca_system_score_gemma":0.0002722158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724109,"about_ca_topic_score_gemma":0.002539042,"domain_scores_codex":[0.9999516,0.000005547633,0.000002828874,0.0000146147,0.000008337979,0.000017074],"domain_scores_gemma":[0.9999527,0.000008045336,0.00001213266,0.000006550476,0.000008602698,0.00001197633],"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":[0.00006176713,0.000009111208,0.0003637514,0.00002364796,0.000001718804,0.00003145428,0.00001427602,0.00003700234,0.9985529,0.0001225476,0.00001813216,0.0007637165],"study_design_scores_gemma":[0.00004721313,0.0002967188,0.05794811,0.00001764329,0.00002997837,0.0003684466,0.0003673773,0.00329491,0.9323576,0.000615983,0.004639587,0.00001634916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960684,0.0007616524,0.001649739,0.0002553775,0.00001370218,0.000008870826,0.000162456,0.00004493808,0.001034914],"genre_scores_gemma":[0.9970631,0.0002599656,0.0009191091,0.00006061257,0.000002457231,0.00001133569,0.0002143262,0.000009411377,0.001459537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001724109,"threshold_uncertainty_score":0.003446281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005658654285088451,"score_gpt":0.2004439604271227,"score_spread":0.1947853061420343,"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."}}