{"id":"W1493137697","doi":"10.1002/9781118310212.ch8","title":"Photonics‐Assisted Instantaneous Frequency Measurement","year":2012,"lang":"en","type":"other","venue":"","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photonics; Spectrometer; Optics; Grating; Microwave; Computer science; Electronic engineering; Engineering; Physics; Telecommunications","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":["insufficient_payload"],"category_scores_codex":[0.0001567345,0.0003477728,0.0003759353,0.000167819,0.00002553073,0.00001811805,0.0004665786,0.0002921994,0.01021618],"category_scores_gemma":[0.00001206591,0.0003419647,0.00008288609,0.0001515031,0.00002856693,0.00003609353,0.00005228843,0.0003037291,0.001107381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005314342,"about_ca_system_score_gemma":0.00004379316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160812,"about_ca_topic_score_gemma":0.0009642203,"domain_scores_codex":[0.9986828,0.00003542214,0.0003374782,0.0001840997,0.0004215709,0.0003386561],"domain_scores_gemma":[0.998365,0.00001774481,0.00009997615,0.001347407,0.00004579231,0.0001240188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004052823,0.000120328,0.00003677567,0.0009009734,0.0008676437,0.00002690281,0.0002466398,0.0001884279,0.008426068,0.004650993,0.9635884,0.02094284],"study_design_scores_gemma":[0.000159522,0.000005145666,0.000006352378,0.0002096068,0.00002516209,0.00004245806,0.00002389024,0.0002371849,0.0002662448,0.00002870652,0.9985937,0.0004020217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002051223,0.02211559,0.003976723,0.000006656498,0.0009402891,0.0004813026,0.00003266038,0.002380444,0.9700643],"genre_scores_gemma":[0.0443077,0.002748836,0.03205518,0.00006952836,0.0002766509,0.0003684215,0.00008380848,0.002716766,0.9173731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05269118,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309078042664344,"score_gpt":0.2297577079794748,"score_spread":0.1966669275528313,"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."}}