{"id":"W2134639601","doi":"10.1186/1556-276x-9-310","title":"Hot-rolling nanowire transparent electrodes for surface roughness minimization","year":2014,"lang":"en","type":"article","venue":"Nanoscale Research Letters","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanochemistry; Surface roughness; Nanowire; Fabrication; Electrode; Substrate (aquarium); Transparency (behavior); Surface finish; Nanotechnology; Optoelectronics; Electrical conductor; Composite material","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":[0.0008845392,0.000158472,0.0002238028,0.0001388057,0.000216741,0.000117114,0.0003625236,0.0001400954,0.00001292453],"category_scores_gemma":[0.0001372849,0.0001524202,0.00006912281,0.0003020176,0.00008820111,0.0001164983,0.00003353362,0.0001965764,0.00001620059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008728979,"about_ca_system_score_gemma":0.00001294085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002179709,"about_ca_topic_score_gemma":0.00001408452,"domain_scores_codex":[0.9983855,0.0001085518,0.0002352452,0.0002698807,0.0003127504,0.0006880023],"domain_scores_gemma":[0.9992406,0.0003023994,0.00001835467,0.000298876,0.00008335082,0.00005643916],"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":[0.00003440282,0.00001303849,0.0003017868,0.0002137813,0.00001979257,9.080724e-7,0.00007100342,0.02020563,0.9705409,0.0002898791,0.003422253,0.004886582],"study_design_scores_gemma":[0.0004607552,0.0000834535,0.0005292834,0.00007926399,0.000007670425,0.000001198268,0.00002215801,0.05366363,0.9272367,0.0003517984,0.01731695,0.00024708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211138,0.0002093173,0.07554931,0.001639711,0.0002958894,0.0003993085,0.00001174365,0.0006702291,0.0001106629],"genre_scores_gemma":[0.9900965,0.0001731522,0.009327617,0.00004602078,0.0001485801,0.00009186971,0.00002068726,0.00005547771,0.00004005655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06898271,"threshold_uncertainty_score":0.6215513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514753716463061,"score_gpt":0.3004362522614112,"score_spread":0.2552887150967806,"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."}}