{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752187,0.0004848988,0.000195365,0.0002447816,0.0001588718,0.0003865174,0.0003454102,0.000402429,0.001071717],"category_scores_gemma":[0.0003140844,0.0001830581,0.0002380176,0.0001758975,0.0001528421,0.0002895043,0.000174463,0.0003303697,0.0007045681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812943,"about_ca_system_score_gemma":0.00009943148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378633,"about_ca_topic_score_gemma":0.0003433884,"domain_scores_codex":[0.9997974,0.00002436412,0.00001870629,0.00006055246,0.00006881703,0.00003026115],"domain_scores_gemma":[0.9998608,0.00003544169,0.00002942095,0.00002423099,0.00003780463,0.00001228508],"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":[0.0000113347,0.000005577697,0.00002628009,0.0000361863,0.000001837324,0.00004502989,0.000008925417,0.00008985564,0.997368,0.00005899946,0.00002393758,0.002324187],"study_design_scores_gemma":[0.000001317231,0.00002515222,0.0001184678,0.000001741126,0.000001822845,0.00003622556,0.000004636159,0.0004535001,0.9985739,0.00001644511,0.0007647686,0.000001963506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129918,0.002354342,0.07441457,0.0002049429,0.0002411814,0.0001808784,0.0002689311,0.0007099697,0.00863344],"genre_scores_gemma":[0.9432771,0.0012406,0.0477567,0.0001288858,0.00003050575,0.00008229487,0.000301722,0.0001493203,0.00703283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071717,"threshold_uncertainty_score":0.003585279,"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."}}