{"id":"W2588002456","doi":"10.1038/srep42543","title":"Rapid prototyping of all-solution-processed multi-lengthscale electrodes using polymer-induced thin film wrinkling","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Electrode; Thin film; Substrate (aquarium); Layer (electronics); Roll-to-roll processing; Fabrication; Deposition (geology); Polymer; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814933,0.0005824938,0.0002830612,0.0003957836,0.0001586144,0.0005333783,0.0005494009,0.0004593169,0.0009568171],"category_scores_gemma":[0.0006603546,0.0003182215,0.0004002113,0.0001790664,0.0002302761,0.0008352315,0.0004540022,0.0007778428,0.0005107501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366998,"about_ca_system_score_gemma":0.0001350102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000648651,"about_ca_topic_score_gemma":0.0001670703,"domain_scores_codex":[0.9997575,0.00002151324,0.00002712773,0.00006437226,0.0001005153,0.00002899604],"domain_scores_gemma":[0.9993154,0.0002169943,0.000212041,0.00012899,0.00007204685,0.00005451062],"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":[0.00001156166,0.00001867054,0.00004693416,0.00006345638,0.00000651122,0.0001026766,0.00002412171,0.0003496981,0.9944561,0.0001263511,0.00005410869,0.004739755],"study_design_scores_gemma":[0.0000075957,0.0001025241,0.0003135328,0.000004974247,0.000005460016,0.0001582326,0.00001000345,0.001991053,0.9955699,0.00006750979,0.001760618,0.000008628201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540072,0.002283886,0.2342015,0.0002676335,0.000315104,0.0003643708,0.0004905449,0.002627068,0.005442661],"genre_scores_gemma":[0.7466282,0.001881996,0.2456728,0.0001373511,0.0000596605,0.00030992,0.0003420323,0.0003305829,0.00463744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009568171,"threshold_uncertainty_score":0.003200829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470251902859819,"score_gpt":0.2871433636501818,"score_spread":0.2424408446215837,"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."}}