{"id":"W2751266898","doi":"10.1063/1.4991709","title":"Note: A compact external-cavity diode laser, using feedback from an optical fiber","year":2017,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":2,"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":"Laser linewidth; Materials science; Optics; Distributed feedback laser; Optical fiber; Fiber laser; Optoelectronics; Laser; Diode; Laser diode; Interference (communication); Filter (signal processing); Optical filter; Wavelength; Physics; Computer science; Telecommunications","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":[0.0003913151,0.0001980346,0.0004423653,0.00004573957,0.0002724671,0.0003460649,0.0006482178,0.00007008415,0.000677277],"category_scores_gemma":[0.00008437427,0.0001682102,0.0001357636,0.00009592401,0.000289443,0.0007312869,0.00009643212,0.0001540617,0.0001891411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007131122,"about_ca_system_score_gemma":0.00002912678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115251,"about_ca_topic_score_gemma":0.00001204892,"domain_scores_codex":[0.9984763,0.0000295392,0.00041758,0.000338842,0.0004257126,0.0003120412],"domain_scores_gemma":[0.9985352,0.00002386554,0.0001558256,0.0009896868,0.00007685595,0.0002185445],"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":[0.0000359012,0.0005478831,0.01687123,0.01023893,0.0002607645,0.00004262043,0.0002076268,0.0002778409,0.2815372,0.0002415749,0.002240636,0.6874977],"study_design_scores_gemma":[0.003179327,0.0001631194,0.1252431,0.06519599,0.0009512258,0.00004171624,0.0000599665,0.2333536,0.5149342,0.001187829,0.05325021,0.002439732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993867,0.002137682,0.00002194448,0.00003473653,0.001349257,0.0002090734,0.0001098981,0.00004060456,0.002229834],"genre_scores_gemma":[0.9947743,0.001231559,0.003668754,0.00006387341,0.00008750333,0.00000204781,0.00003562395,0.00002284679,0.0001135211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685058,"threshold_uncertainty_score":0.7415708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860932661004116,"score_gpt":0.3123800674667487,"score_spread":0.2737707408567076,"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."}}