{"id":"W2098130849","doi":"10.1109/leos.2007.4382652","title":"Input Power Dynamic Range of a Polarization Independent All-Optical 3R Regenerator","year":2007,"lang":"en","type":"article","venue":"Conference proceedings","topic":"Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Extinction ratio; Regenerative heat exchanger; Dynamic range; Jitter; Optics; Polarization (electrochemistry); Optical attenuator; Materials science; Optical power; Phase modulation; Optical modulation amplitude; Phase noise; Optical amplifier; Physics; Computer science; Optical fiber; Telecommunications; Fiber optic sensor; 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":[0.0002358342,0.0001737847,0.0002156427,0.0001552223,0.00002384757,0.00004718977,0.0002677108,0.0002786136,0.00004713036],"category_scores_gemma":[0.0001537066,0.0001710087,0.00003951277,0.0003058926,0.000115273,0.000199498,0.00008712256,0.0003020756,0.00002375119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008196118,"about_ca_system_score_gemma":0.00001832968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001626328,"about_ca_topic_score_gemma":0.00000582783,"domain_scores_codex":[0.9988565,0.000001475444,0.0003164952,0.0002069503,0.0002455209,0.0003730694],"domain_scores_gemma":[0.9994968,0.0000276618,0.00004838779,0.0001167157,0.0002202989,0.00009009097],"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":[0.00008003753,0.0001321361,0.03907229,0.0003641877,0.0001455165,0.00001616859,0.001446448,0.0001088843,0.6100613,0.3275304,0.0007097379,0.02033298],"study_design_scores_gemma":[0.003162994,0.001070034,0.1755021,0.000821562,0.0002472614,0.0001057495,0.003543282,0.2836701,0.5064448,0.01819508,0.004379779,0.002857365],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701441,0.0001661718,0.0216427,0.0001445514,0.0001518464,0.0001896445,0.000002787816,0.0006292821,0.006928922],"genre_scores_gemma":[0.9908892,0.00004277331,0.008909632,0.00003263319,0.00002442234,0.000009409509,0.000003209085,0.00002977571,0.00005895059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093353,"threshold_uncertainty_score":0.6973532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065071155055715,"score_gpt":0.2262356120542185,"score_spread":0.2155849005036614,"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."}}