{"id":"W4416160725","doi":"10.18280/ijdne.200919","title":"Green Synthesis of Star Anise (Illicium verum)-Mediated Manganese Oxide Nanocomposite for Efficient Pb(II) and Cr(VI) Adsorption","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Layered Double Hydroxides Synthesis and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nanocomposite; Adsorption; Star (game theory); Manganese; Manganese oxide","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005889078,0.000222428,0.000157966,0.0001399109,0.00009691142,0.0002027278,0.0002273572,0.0002365053,0.0005598616],"category_scores_gemma":[0.00006718693,0.0001359666,0.0001969064,0.00008527109,0.00007271878,0.0001697176,0.0002086299,0.0002851028,0.0001943884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441405,"about_ca_system_score_gemma":0.0001090842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003604337,"about_ca_topic_score_gemma":0.001479627,"domain_scores_codex":[0.9999505,0.000004298213,0.000003963954,0.00001184319,0.00001672453,0.00001265784],"domain_scores_gemma":[0.9999746,0.000002955951,0.000006927911,0.000002386189,0.000005659338,0.00000748833],"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":[0.00001628317,0.000009950123,0.00003485909,0.00003569667,0.000003034703,0.00002796629,0.000006989319,0.00006871612,0.9984769,0.00007041366,0.00003389854,0.001215333],"study_design_scores_gemma":[0.000003786575,0.00005868546,0.000385077,0.000002592094,0.000008801463,0.00003942794,0.00000967074,0.001154426,0.9971356,0.00002194282,0.001176788,0.000003183025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828508,0.001115895,0.01176572,0.0000943505,0.00007990198,0.00003789675,0.0001712659,0.0002522851,0.003631933],"genre_scores_gemma":[0.9919266,0.0003376162,0.004833374,0.00002701997,0.000004379076,0.00001311624,0.00009863946,0.0000201023,0.002739149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005598616,"threshold_uncertainty_score":0.001872957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00967071369548519,"score_gpt":0.2550503321827794,"score_spread":0.2453796184872942,"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."}}