{"id":"W4308024365","doi":"10.1088/1361-6439/ac9e62","title":"2D FPCB micromirror for scanning LIDAR","year":2022,"lang":"en","type":"article","venue":"Journal of Micromechanics and Microengineering","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Lidar; Optics; Digital micromirror device; Materials science; Fabrication; Laser scanning; Laser; Physics","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":[0.0002097309,0.0001348339,0.0002495441,0.0001431158,0.0001849831,0.00003492411,0.0001848376,0.0000232613,0.00002487771],"category_scores_gemma":[0.00001512388,0.0001364874,0.0001224522,0.0001175446,0.00001521084,0.00007996419,0.0001819629,0.0003252171,4.32897e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005552289,"about_ca_system_score_gemma":0.00002509671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003139518,"about_ca_topic_score_gemma":9.673498e-8,"domain_scores_codex":[0.9992223,0.000008042145,0.0003032814,0.0001269144,0.00008318567,0.0002562208],"domain_scores_gemma":[0.9995118,0.00005786663,0.0001973776,0.0001019055,0.00007257673,0.00005844734],"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":[0.00002624451,0.00003358263,0.00003342314,0.00001443383,0.00006550826,0.000006412549,0.00009093724,0.0007031932,0.9804899,0.006766781,0.0003176539,0.01145192],"study_design_scores_gemma":[0.003656982,0.001143223,0.00009127662,0.0001987617,0.0002183747,0.0006862188,0.003966943,0.009054678,0.7738549,0.03547915,0.1706982,0.0009513911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.816606,0.0008795388,0.1816129,0.0002731288,0.0004027154,0.0001298637,0.00004320773,0.00002958705,0.00002302528],"genre_scores_gemma":[0.892108,0.00001555463,0.1076316,0.00003208868,0.0001008584,0.000006046553,0.000003126586,0.0000320022,0.00007072082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066351,"threshold_uncertainty_score":0.5565795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007646639170390311,"score_gpt":0.219659977412254,"score_spread":0.2120133382418637,"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."}}