{"id":"W4387775672","doi":"10.3390/mi14101954","title":"Cascaded 2D Micromirror with Application to LiDAR","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Optics; Torsion (gastropod); Materials science; Numerical aperture; Robustness (evolution); Engineering; Physics; Wavelength","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":[0.00003225937,0.0001321089,0.0001215415,0.0001346561,0.00005339703,0.00001525385,0.0001470363,0.00005819087,0.000004877368],"category_scores_gemma":[0.000007997873,0.0001063434,0.0000214108,0.000491292,0.00002081524,0.00005405313,0.00004067972,0.00009390702,0.0003698762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378691,"about_ca_system_score_gemma":0.000003554326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003122883,"about_ca_topic_score_gemma":0.000101101,"domain_scores_codex":[0.9994678,0.000001374081,0.00009690349,0.0001650416,0.00005377035,0.0002150714],"domain_scores_gemma":[0.9996847,0.00001571671,0.00001204448,0.0002331837,0.00001485436,0.00003950197],"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":[0.000005299663,0.000004133698,0.0001043191,0.00001748828,0.00001073292,0.00000634974,0.0001029123,0.000501657,0.9827613,0.00003379991,0.00205747,0.01439452],"study_design_scores_gemma":[0.0002162308,0.00004298172,0.008183425,0.00002302066,0.000007591216,0.00002010878,0.00009079699,0.0003695706,0.9111603,0.0003160165,0.07930808,0.0002618699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929469,0.0001216333,0.003349168,0.0003046952,0.00007118641,0.0002150481,0.00001537253,0.00261549,0.0003604759],"genre_scores_gemma":[0.9868175,0.00005347846,0.01232603,0.00006174634,0.00004582426,0.0001238262,0.0000229285,0.00005444114,0.0004942123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07725061,"threshold_uncertainty_score":0.4754134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005779638673388152,"score_gpt":0.2274333084059665,"score_spread":0.2216536697325783,"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."}}