{"id":"W4366985097","doi":"10.1002/smll.202300848","title":"MXene Free Standing Films: Unlocking the Impact of Flake Sizes in Microwave Resonant Structures in Humid Environments","year":2023,"lang":"en","type":"article","venue":"Small","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Office of Naval Research; Canada Foundation for Innovation; U.S. Department of Defense; National Defense Science and Engineering Graduate; CMC Microsystems; Mitacs","keywords":"Materials science; Flake; Microwave; Resonator; Humidity; Electrical resistivity and conductivity; Conductivity; Optoelectronics; Resonance (particle physics); Composite material; Electrical engineering; Computer science; Meteorology; Telecommunications","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":[0.0008493294,0.0001537533,0.0002770874,0.0001515741,0.00005521928,0.00005281043,0.0004082671,0.00006731922,0.0005096599],"category_scores_gemma":[0.0001591227,0.0000998695,0.00006185276,0.0002348625,0.00008058994,0.00007736314,0.0002831858,0.00007800531,0.0000303174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987077,"about_ca_system_score_gemma":0.00004670617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369467,"about_ca_topic_score_gemma":0.0009324985,"domain_scores_codex":[0.9986277,0.0001451856,0.0003970045,0.0002558334,0.0001824774,0.0003918203],"domain_scores_gemma":[0.9992782,0.000133742,0.0001390429,0.0004048674,0.000007155429,0.00003692331],"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":[0.00007005987,0.00002032291,0.003393064,0.00002420424,0.00000593478,0.0000315115,0.0009577642,0.001012804,0.9936972,0.0001385041,0.0003779547,0.0002706558],"study_design_scores_gemma":[0.0007529058,0.00007212285,0.0786819,0.00009004976,0.000005891705,0.000003148666,0.0003863481,0.00009245775,0.9143999,0.005140637,0.0002302166,0.0001444204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989124,0.0001312887,0.00001751792,0.00005542428,0.000206342,0.0002346548,0.0001402539,0.00002306165,0.0002790873],"genre_scores_gemma":[0.9994226,0.000069268,0.0002797895,0.00002477124,0.000048727,0.00001649378,0.00001449372,0.00001769177,0.0001062264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07929732,"threshold_uncertainty_score":0.5580418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655969330889008,"score_gpt":0.2851711420085549,"score_spread":0.2486114486996648,"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."}}