{"id":"W2125818812","doi":"10.1109/mwsym.2012.6259774","title":"Self-actuating scanning microwave microscopy probes","year":2012,"lang":"en","type":"article","venue":"","topic":"Near-Field Optical Microscopy","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Microelectromechanical systems; Scanning probe microscopy; Sample (material); Microwave; Stub (electronics); Microscope; Optoelectronics; Optics; Computer science; Electronic engineering; Physics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000142494,0.0001898572,0.0001671916,0.00005086941,0.00007017149,0.00007105974,0.0001399538,0.0001056427,0.0002736348],"category_scores_gemma":[0.00002698096,0.000181876,0.00005380241,0.0001363095,0.00002341831,0.0002900766,0.0000554529,0.0002245153,0.000561627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007397392,"about_ca_system_score_gemma":0.0000113706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007589973,"about_ca_topic_score_gemma":0.000002918718,"domain_scores_codex":[0.998898,0.0000120128,0.000219843,0.0001373746,0.00009668076,0.0006361419],"domain_scores_gemma":[0.9995081,0.00007122307,0.00001797781,0.000209394,0.00002384075,0.000169407],"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":[0.000002396218,0.00003533301,0.003410279,0.0001243747,0.00003743028,0.000001328135,0.0009544221,0.00006482082,0.9897984,0.0009206181,0.00267321,0.001977431],"study_design_scores_gemma":[0.0001666836,0.00001712956,0.0005393581,0.00003378459,0.00001590471,0.00001427463,0.0001359244,0.003011283,0.9833348,0.00005375117,0.01238104,0.0002960135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519646,0.001054977,0.03292664,0.00007096395,0.0008678958,0.0002798538,0.000001969488,0.001484855,0.1113483],"genre_scores_gemma":[0.7639394,0.00001655811,0.2354004,0.0001388842,0.0002093152,0.00001320761,0.000001888866,0.00004631448,0.0002340144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024737,"threshold_uncertainty_score":0.7416687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008667456727249558,"score_gpt":0.2396513224931122,"score_spread":0.2309838657658627,"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."}}