{"id":"W2142425090","doi":"10.1109/cleo.2008.4550938","title":"Using difference frequency generation to lock a CW visible laser to a fiber laser frequency comb","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Frequency comb; Materials science; Fiber laser; Laser; Femtosecond; Optics; Lock (firearm); Optoelectronics; Comb generator; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004196474,0.000292728,0.0002768176,0.0001587328,0.0002596541,0.00004940818,0.0003110448,0.00008253544,0.001171897],"category_scores_gemma":[0.00001805474,0.0002664938,0.00008025081,0.0005215971,0.00005771842,0.0002724122,0.0001681922,0.0001965445,0.0006845574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821919,"about_ca_system_score_gemma":0.00007661869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008397271,"about_ca_topic_score_gemma":0.00006590148,"domain_scores_codex":[0.998446,0.00002650171,0.0003145721,0.0005174442,0.0002188025,0.0004766547],"domain_scores_gemma":[0.9989893,0.00003164524,0.00007087664,0.0006024336,0.0001339722,0.0001717575],"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":[0.00006199926,0.001273751,0.2538426,0.00004843835,0.0003143012,0.0001061583,0.00200367,0.03832056,0.5832447,0.05035011,0.02741247,0.04302132],"study_design_scores_gemma":[0.001332297,0.0004403045,0.008659353,0.0001058277,0.00005919024,0.00001543713,0.0004195234,0.003619635,0.9394286,0.03975614,0.004263545,0.001900098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8126673,0.00001360827,0.1789984,0.0004019491,0.0000941756,0.0004137491,0.0000445736,0.0002310511,0.007135244],"genre_scores_gemma":[0.8302318,0.000001125844,0.1649734,0.0004145061,0.0001794583,0.00008587178,0.00002608978,0.00003411561,0.004053658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.356184,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04974632201583833,"score_gpt":0.2846624877036987,"score_spread":0.2349161656878604,"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."}}