{"id":"W4415012091","doi":"10.18280/acsm.490411","title":"Preparation of Gold Nanoparticles from E-Waste Using Environmentally Friendly Techniques and Their Optical and Structural Study","year":2025,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmentally friendly; Colloidal gold; Nanoparticle; Fabrication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005224773,0.0001451491,0.0001621162,0.00009170458,0.0002328966,0.0001175765,0.0002683332,0.0000361393,0.00001820572],"category_scores_gemma":[0.00003450567,0.0001161595,0.00002334654,0.0002398143,0.0015621,0.0004706274,0.000530232,0.00006838134,0.000001383955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008420934,"about_ca_system_score_gemma":0.00001575063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793407,"about_ca_topic_score_gemma":0.00004364906,"domain_scores_codex":[0.9988483,0.00005081495,0.0002353893,0.0004094845,0.000209774,0.0002462255],"domain_scores_gemma":[0.999547,0.00004982022,0.00008217179,0.0002391044,0.000007581782,0.00007432097],"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":[0.0000587648,0.0001214692,0.1672501,0.00002215567,0.00002142234,0.000004640761,0.002180108,0.0004751525,0.7643129,0.0004240034,0.0000540998,0.06507513],"study_design_scores_gemma":[0.0003070523,0.0005097716,0.2061488,0.0001066315,0.00005029317,0.00001289265,0.004748675,0.02910683,0.7471777,0.01139653,0.0001604709,0.0002743762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956498,0.000113986,0.002070249,0.00003990972,0.00002221311,0.0003422926,0.000005080063,0.00005708835,0.00169936],"genre_scores_gemma":[0.9769942,0.00007329777,0.02282598,0.00003415301,0.00001075837,0.00001108689,0.000001048901,0.000005886997,0.0000435793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06480075,"threshold_uncertainty_score":0.5755624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01725148896261616,"score_gpt":0.2965058296362449,"score_spread":0.2792543406736288,"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."}}