{"id":"W4411311265","doi":"10.1007/s11696-025-04148-8","title":"Facile synthesis of ZnONP/carbon-coated-eggshell nanocomposite: fast and efficient adsorbents for amoxicillin sequestration","year":2025,"lang":"en","type":"article","venue":"Chemical Papers","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Vaal University of Technology; National Research Foundation","keywords":"Adsorption; Nanocomposite; Carbon fibers; Eggshell membrane; Materials science; Activated carbon; Chemical engineering; Chemistry; Pulp and paper industry; Nanotechnology; Organic chemistry; Composite material; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007092047,0.0001706326,0.0002774735,0.00004735494,0.00004659951,0.00002471503,0.0001397392,0.0001790005,0.00006315379],"category_scores_gemma":[0.0001618839,0.0001657724,0.0001035954,0.0001001142,0.0001263514,0.00002653833,0.00004709465,0.00007143321,0.000002854646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071928,"about_ca_system_score_gemma":0.00005128442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003255676,"about_ca_topic_score_gemma":9.714736e-7,"domain_scores_codex":[0.9989814,0.000006647241,0.0003605404,0.0003135132,0.0001299474,0.0002079709],"domain_scores_gemma":[0.9992888,0.0002253865,0.0001084192,0.0002519274,0.00005572523,0.00006976754],"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":[0.00006786356,0.00009291838,0.000228266,0.0003838364,0.00005748828,6.004327e-7,0.00004622994,0.00002532985,0.9978743,0.00008117053,0.00006909119,0.001072868],"study_design_scores_gemma":[0.0004131364,0.000007668574,0.00005884354,0.000158407,0.0001005488,0.000002453362,0.00009195585,0.0009046881,0.9974195,0.0000484069,0.0006514138,0.0001430064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801525,0.00006305832,0.00002675928,0.00006675256,0.00009375392,0.0001808096,0.0001641835,0.0000690031,0.01918315],"genre_scores_gemma":[0.9989601,0.00001082735,0.0001992105,0.00001709228,0.00003436482,0.00009687161,0.0000992717,0.00001657309,0.0005656617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188076,"threshold_uncertainty_score":0.6760001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006476562408340045,"score_gpt":0.2300869013014772,"score_spread":0.2236103388931372,"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."}}