{"id":"W2084290665","doi":"10.1117/1.2173959","title":"Optical packet compressor","year":2006,"lang":"en","type":"article","venue":"Optical Engineering","topic":"Advanced Fiber Laser Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chirp; Optics; Fiber Bragg grating; Extinction ratio; Computer science; Materials science; Physics; Wavelength; Laser","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":[0.00002393146,0.0001286049,0.0001398729,0.00003293454,0.00002816712,0.00002898703,0.000128257,0.00004524062,0.00008487455],"category_scores_gemma":[0.00001033674,0.0001238012,0.00005233664,0.0000957712,0.00004224907,0.00008519175,0.00007492457,0.0002035207,0.00007533649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001509978,"about_ca_system_score_gemma":0.000004817995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007586611,"about_ca_topic_score_gemma":1.90394e-7,"domain_scores_codex":[0.9993072,0.000001324843,0.0001364814,0.0001640551,0.00009421552,0.000296725],"domain_scores_gemma":[0.9996613,0.00006817078,0.00001360151,0.0001920479,0.00001613356,0.00004873306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000311356,0.00006664581,0.0009818795,0.0000119477,0.00001797954,0.000007609995,0.000003517436,0.04561118,0.01381137,0.9336648,0.0002820613,0.005537897],"study_design_scores_gemma":[0.002224931,0.000148182,0.01697549,0.0001365674,0.00009862623,0.00001310848,0.0001427173,0.1951105,0.6485568,0.06173301,0.07282299,0.002037071],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3032905,0.00005846532,0.6528273,0.0002757148,0.0001337109,0.0001179687,0.00001288777,0.0005855335,0.0426979],"genre_scores_gemma":[0.9353628,2.734853e-7,0.06419951,0.000005075253,0.0001830494,0.00001873519,0.00001212791,0.00002098789,0.0001974728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8719318,"threshold_uncertainty_score":0.5048467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003815979036739599,"score_gpt":0.1948462975860765,"score_spread":0.1910303185493369,"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."}}