{"id":"W4313260148","doi":"10.3390/mi14010040","title":"Miniature Deformable MEMS Mirrors for Ultrafast Optical Focusing","year":2022,"lang":"en","type":"article","venue":"Micromachines","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Microelectromechanical systems; Optics; Ultrashort pulse; Focal length; Deflection (physics); Materials science; Deformable mirror; Curvature; Radius of curvature; Wavefront; Laser; Optoelectronics; Physics; Lens (geology)","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":[0.0001451681,0.0001704544,0.0001725664,0.0001077874,0.0003198111,0.00002582405,0.0002556285,0.00007218456,0.00002505211],"category_scores_gemma":[0.00002501169,0.0001640999,0.00009331777,0.0001863542,0.00003317102,0.00005984607,0.00007252504,0.0003134866,0.000005453404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008750014,"about_ca_system_score_gemma":0.00001500386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001923167,"about_ca_topic_score_gemma":0.000009116347,"domain_scores_codex":[0.9991533,0.000007825859,0.0001713739,0.0001777699,0.00008467917,0.000405035],"domain_scores_gemma":[0.9996908,0.00005135287,0.00002242291,0.000187621,0.000015901,0.00003187461],"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":[0.00001241775,0.00001867816,0.000129126,0.00004590764,0.00003324613,0.000003989712,0.0002059004,0.0005023546,0.9840407,0.0001363046,0.008084659,0.00678668],"study_design_scores_gemma":[0.0004018226,0.00009494065,0.00009369352,0.000009457138,0.00002414215,0.000138125,0.0002109859,0.001237762,0.8601418,0.0003444371,0.1370385,0.0002644149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906284,0.00319054,0.002947223,0.0005965317,0.0004585092,0.0002106524,0.0000705371,0.001321621,0.0005759484],"genre_scores_gemma":[0.9948182,0.00005203036,0.004291879,0.00008236619,0.00006058384,0.0001101722,0.00005232713,0.00005618566,0.0004762718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289538,"threshold_uncertainty_score":0.66918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008436493779157922,"score_gpt":0.2151862892254488,"score_spread":0.2067497954462909,"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."}}