{"id":"W4401606944","doi":"10.1126/science.adp3299","title":"Ambient printing of native oxides for ultrathin transparent flexible circuit boards","year":2024,"lang":"en","type":"article","venue":"Science","topic":"ZnO doping and properties","field":"Materials Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Oxide; Materials science; Wetting; Metal; Nanometre; Electrical conductor; Substrate (aquarium); Flexible electronics; Nanotechnology; Transparent conducting film; Thin film; Printed electronics; Optoelectronics; Composite material; Inkwell; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001076553,0.0003188933,0.0001429195,0.0002086094,0.0001548803,0.0004511599,0.0003159874,0.0001822152,0.001598042],"category_scores_gemma":[0.0003007216,0.0001601234,0.000186306,0.0001693764,0.00017368,0.0003448155,0.0003862105,0.0004466955,0.0004688967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289504,"about_ca_system_score_gemma":0.00005936849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414723,"about_ca_topic_score_gemma":0.0004214554,"domain_scores_codex":[0.9998595,0.00001041329,0.000009415709,0.00004704919,0.00005119401,0.00002240048],"domain_scores_gemma":[0.9998164,0.0000608615,0.00003611651,0.00004231103,0.00002284889,0.00002153557],"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":[0.00001178634,0.000009551728,0.0001292351,0.00003462885,0.000003201223,0.00008096345,0.00003226068,0.0001412773,0.9956227,0.0001517159,0.00007456043,0.003708114],"study_design_scores_gemma":[0.000002760677,0.00004996588,0.001187318,0.000003326143,0.000004977115,0.0001053543,0.00001824704,0.0008801911,0.9955077,0.00007525149,0.002160399,0.000004556329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290611,0.001195388,0.05982889,0.00009730887,0.0001931412,0.00005529727,0.0004631808,0.000874201,0.00823142],"genre_scores_gemma":[0.9643098,0.0005393085,0.0303012,0.00006093767,0.00002526361,0.00003615623,0.0002623273,0.0002592699,0.004205652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001598042,"threshold_uncertainty_score":0.005345941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08274049340916542,"score_gpt":0.3258832383218986,"score_spread":0.2431427449127332,"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."}}