{"id":"W4394845700","doi":"10.3390/electronicmat5020004","title":"Solution-Processable and Eco-Friendly Functionalization of Conductive Silver Nanoparticles Inks for Printable Electronics","year":2024,"lang":"en","type":"article","venue":"Electronic Materials","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Ministère des relations internationales et de la Francophonie; Institut national de la recherche scientifique","keywords":"Inkwell; Materials science; Surface modification; Fabrication; Nanotechnology; Conductive ink; Environmentally friendly; Printed electronics; Silver nanoparticle; Electrical conductor; Electronics; Reagent; Nanoparticle; Textile; Chemical engineering; Composite material; Sheet resistance; Chemistry; Organic chemistry","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":[0.0003122668,0.0001319323,0.0002047622,0.00007662995,0.00005646931,0.00009737883,0.00008197498,0.0001036566,0.0001418074],"category_scores_gemma":[0.00003992484,0.0001243222,0.00002421061,0.0001250453,0.00004244288,0.0002069806,0.00003226641,0.00005374227,0.000006362416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009485949,"about_ca_system_score_gemma":0.00008103594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001004496,"about_ca_topic_score_gemma":0.000009517966,"domain_scores_codex":[0.9991081,0.0000150934,0.0002621546,0.0001884707,0.00006061749,0.0003655837],"domain_scores_gemma":[0.9997353,0.00004608252,0.00003276006,0.0001147494,0.00005427298,0.00001686814],"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":[0.00002237015,0.000006910077,0.00000568827,0.0005282267,0.00005993327,1.524343e-7,0.00003720272,0.0003125469,0.8987224,0.09931799,0.0005144585,0.0004721672],"study_design_scores_gemma":[0.0001523818,0.0001327022,0.00001365635,0.00004139483,0.00002995184,0.000006722099,0.00001631724,0.001786807,0.9367114,0.04369655,0.01728438,0.0001276865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876558,0.004978841,0.005853429,0.00007452907,0.0003693818,0.0003066806,0.00003444029,0.0005755125,0.0001514535],"genre_scores_gemma":[0.9985201,0.000482621,0.000637004,0.000005677201,0.00005623093,0.0001237658,0.0000289559,0.00003273188,0.0001129033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05562145,"threshold_uncertainty_score":0.5069711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007613766560502638,"score_gpt":0.2189805538554098,"score_spread":0.2113667872949072,"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."}}