{"id":"W2242227417","doi":"","title":"Optical Return Loss of Concatenated Reflective Elements","year":2005,"lang":"en","type":"article","venue":"Optical Fiber Communication Conference","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Return loss; Cascade; Zigzag; Diagram; Optics; Transmission loss; Transmission (telecommunications); Materials science; Line (geometry); Insertion loss; Computer science; Physics; Telecommunications; Engineering; Mathematics; Geometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001873141,0.0001764567,0.0002731386,0.00005471665,0.00005594751,0.00004693103,0.0005399401,0.0001472803,0.001108146],"category_scores_gemma":[0.0001178957,0.0001651609,0.00006130795,0.0002005471,0.0002701634,0.0002348441,0.0001285987,0.0003580108,0.000234008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008257682,"about_ca_system_score_gemma":0.00002962053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007489422,"about_ca_topic_score_gemma":0.00002190586,"domain_scores_codex":[0.9987805,0.00004967459,0.0004926939,0.0001813303,0.0002208713,0.0002748597],"domain_scores_gemma":[0.9985706,0.0003001165,0.00005637587,0.0006665179,0.0002537447,0.0001526085],"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":[0.0002665921,0.0009225501,0.003505074,0.0004102052,0.0008163726,0.00001360461,0.002779892,0.002829207,0.3075004,0.5194203,0.003696888,0.157839],"study_design_scores_gemma":[0.003031874,0.0003426824,0.01048073,0.0005832748,0.000242955,0.00003262957,0.0004864295,0.2493767,0.6421651,0.006239501,0.08539573,0.001622387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6979913,0.0007524578,0.001369419,0.001528058,0.00009364334,0.0003168139,0.00002465928,0.0003004769,0.2976232],"genre_scores_gemma":[0.9693792,0.0002979679,0.02983722,0.00009461312,0.00002841784,0.00002034131,0.00004134878,0.00002269366,0.0002782366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5131808,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784854441841342,"score_gpt":0.275896110665736,"score_spread":0.2480475662473226,"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."}}