{"id":"W4417196474","doi":"10.3390/nanomanufacturing5040019","title":"Silver Nanoparticles for Conductive Inks Functionalization on Paper Substrates","year":2025,"lang":"en","type":"article","venue":"Nanomanufacturing","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Benemérita Universidad Autónoma de Puebla; Ministère des relations internationales et de la Francophonie","keywords":"Silver nanoparticle; Sodium borohydride; Silver nitrate; Electrical conductor; Nanoparticle; Surface modification; Crystallinity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008270469,0.0001355216,0.0001304163,0.00010594,0.0001028748,0.0000583379,0.0001035335,0.0001129451,0.00005477618],"category_scores_gemma":[0.00003972992,0.0001246025,0.00004427083,0.00007910752,0.00002690562,0.000134555,0.00002361703,0.00006371015,0.00001621792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005560261,"about_ca_system_score_gemma":0.00001034059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005584605,"about_ca_topic_score_gemma":0.000006689073,"domain_scores_codex":[0.9994016,0.00000780201,0.0001715382,0.0001661067,0.00005903984,0.0001939099],"domain_scores_gemma":[0.9996919,0.00008910883,0.00001934204,0.0001567675,0.00002700876,0.00001584117],"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":[0.0000443822,0.00002231701,0.0004544115,0.000152398,0.00008342189,0.00000101017,0.00006957697,0.01968013,0.9565264,0.01331032,0.001422983,0.008232627],"study_design_scores_gemma":[0.0002723481,0.00002666013,0.006788115,0.00004517587,0.00001267068,5.495557e-7,0.00004433005,0.0005991868,0.9754338,0.008255671,0.008389908,0.0001315813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951739,0.0001642288,0.00101503,0.0001229112,0.0007808622,0.0002269519,0.000009446976,0.0007871696,0.001719448],"genre_scores_gemma":[0.9987485,0.00001940171,0.0008235704,0.00007936405,0.00004110773,0.0000858214,0.00001052006,0.00001812909,0.0001735512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908094,"threshold_uncertainty_score":0.5081143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310476231562221,"score_gpt":0.228195627925984,"score_spread":0.2150908656103618,"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."}}