{"id":"W4414846472","doi":"10.1007/s11696-025-04283-2","title":"Exploring Tamarindus indica seed's extract with Mg-doped nanoparticles for its effectiveness in fluoride detoxification and microbial control: optimization, characterization and antibacterial activity","year":2025,"lang":"en","type":"article","venue":"Chemical Papers","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Fluoride; Adsorption; Antibacterial activity; Bacillus megaterium; Freundlich equation; Biosorption; Fourier transform infrared spectroscopy; Detoxification (alternative medicine); Nanoparticle","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":[0.00006286245,0.0003296517,0.0001854914,0.0002687184,0.0001524744,0.0001603971,0.0001683894,0.0002329261,0.0006755978],"category_scores_gemma":[0.00007445406,0.0001113308,0.0002691946,0.0001273611,0.00008939817,0.0001564344,0.0001093055,0.0001823576,0.00010702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008865349,"about_ca_system_score_gemma":0.0001045855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732413,"about_ca_topic_score_gemma":0.001725026,"domain_scores_codex":[0.9999599,0.000004714356,0.000004037959,0.00001289891,0.00001203099,0.000006287992],"domain_scores_gemma":[0.9999682,0.000006533588,0.00001040591,0.000002543652,0.000006937718,0.000005406812],"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":[0.00004016422,0.00001255406,0.00007693654,0.00004654881,0.000003395117,0.00002367882,0.000007402405,0.00002469629,0.9982857,0.00001677847,0.00001049587,0.001451484],"study_design_scores_gemma":[0.000005134769,0.0002147776,0.001405832,0.000005294223,0.00002519836,0.00007992738,0.00001490029,0.0002562149,0.9968522,0.00001247237,0.001124459,0.00000359657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954241,0.001370216,0.00183055,0.00006189853,0.00002055,0.00001914421,0.000130007,0.00004772199,0.001095871],"genre_scores_gemma":[0.9933723,0.0005208945,0.004151407,0.00004288095,0.000006006887,0.00001547482,0.0001179904,0.00001403754,0.001759025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006755978,"threshold_uncertainty_score":0.002260089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159406848068551,"score_gpt":0.2075059517772259,"score_spread":0.1959118832965404,"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."}}