{"id":"W4400497495","doi":"10.1007/s13399-024-05918-2","title":"Synthesis and characterization of coffee husk extract (CHE)-capped Fe3O4/PU/ZnO nanocomposites with antimicrobial activity","year":2024,"lang":"en","type":"article","venue":"Biomass Conversion and Biorefinery","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Husk; Antimicrobial; Nanocomposite; Characterization (materials science); Chemistry; Materials science; Nuclear chemistry; Nanotechnology; Organic chemistry; Botany; Biology","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":[0.0001842714,0.0001512718,0.0002137561,0.0001092692,0.0001253759,0.0001314428,0.00008136984,0.00007930496,0.0001295106],"category_scores_gemma":[0.000009285617,0.0001082024,0.00003711514,0.000207473,0.0002202904,0.000234357,0.00006276739,0.0000379374,0.00002561091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001398004,"about_ca_system_score_gemma":0.00003521727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005025599,"about_ca_topic_score_gemma":0.000003256986,"domain_scores_codex":[0.9991297,0.00005124837,0.000177594,0.0003473732,0.0001309631,0.0001631588],"domain_scores_gemma":[0.9995044,0.0001339397,0.00009417049,0.0001542296,0.00003588174,0.00007733334],"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":[0.0000990396,0.00008264139,0.001578485,0.000191465,0.0000147033,0.000004136074,0.0000404051,3.910943e-8,0.9904055,0.0001115088,0.0001020136,0.007370059],"study_design_scores_gemma":[0.0001713979,0.00005167555,0.02148575,0.0001710461,0.00006217593,0.00001617219,0.0000131329,0.0002897797,0.9755257,0.000003804561,0.002055001,0.0001543618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981487,0.0001074813,0.000176567,0.001036002,0.00008467604,0.0001754508,0.000135414,0.00008156117,0.00005408429],"genre_scores_gemma":[0.9992772,0.0001441877,0.0003971831,0.00003262355,0.0000353685,0.00001602547,0.00001256197,0.0000138217,0.00007106383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01990727,"threshold_uncertainty_score":0.4412364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131287541605204,"score_gpt":0.2157649656810397,"score_spread":0.2044520902649876,"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."}}