{"id":"W2789181993","doi":"10.1063/1.5012000","title":"Laser frequency stabilization using a transfer interferometer","year":2018,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Branco Weiss Fellowship – Society in Science; Canada Foundation for Innovation","keywords":"Interferometry; Laser; Transfer (computing); Optics; Microcontroller; Distributed feedback laser; Computer science; Materials science; Physics; Computer hardware","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002193788,0.0001186615,0.0002138929,0.0001003684,0.0001135662,0.00003093459,0.0002474343,0.00002409454,0.001150981],"category_scores_gemma":[0.00001097875,0.00009995365,0.0000835641,0.0005550405,0.0003774871,0.0003251031,0.00006315892,0.00006757713,0.00005783316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003250391,"about_ca_system_score_gemma":0.00004064813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008966603,"about_ca_topic_score_gemma":0.000001140397,"domain_scores_codex":[0.9989376,0.0000279431,0.000354896,0.0002777569,0.0002080195,0.0001937967],"domain_scores_gemma":[0.9992955,0.000006470561,0.00009071232,0.0003876174,0.0001884904,0.00003123715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004935062,0.0002236089,0.02014093,0.001589029,0.00009044664,3.435144e-7,0.0002071574,6.97175e-7,0.06219603,0.006005176,0.0002502234,0.9092914],"study_design_scores_gemma":[0.0006813869,0.0001725064,0.0004046964,0.01072974,0.0001433841,0.000001887554,0.0001995911,0.0007900489,0.9645641,0.01198873,0.009831713,0.0004922607],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892387,0.0002902398,0.007751256,0.00002480027,0.0004457327,0.0003273126,0.00005111895,0.00003155962,0.001839284],"genre_scores_gemma":[0.993131,0.00008124264,0.006565206,0.0000323908,0.000034048,0.00001172277,0.0000301031,0.00001107471,0.0001031621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9087992,"threshold_uncertainty_score":0.9997621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781995958269712,"score_gpt":0.2924988887233988,"score_spread":0.2646789291407017,"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."}}