{"id":"W4416879936","doi":"10.37665/jsmtyhyjs54922","title":"Optical Connector Contamination/Scratches and Its Influence on Optical Signal Performance","year":2003,"lang":"","type":"article","venue":"Journal of Surface Mount Technology","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hain Celestial (Canada)","funders":"","keywords":"Cable gland; Optical fiber; Optical fiber cable; Cladding (metalworking); Insertion loss; SIGNAL (programming language); Fiber optic splitter; Optical power; Bit error rate","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"],"consensus_categories":[],"category_scores_codex":[0.0007964037,0.0004785975,0.0009994857,0.0007446783,0.0002072407,0.0001033584,0.0004138445,0.0007252063,0.0001384741],"category_scores_gemma":[0.0005948646,0.0004296796,0.0001771305,0.001227653,0.00023963,0.0007051717,0.00005531933,0.001952227,0.00007584262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992823,"about_ca_system_score_gemma":0.0001902972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001169367,"about_ca_topic_score_gemma":0.000002047837,"domain_scores_codex":[0.9970331,0.00005995771,0.001219392,0.0003411911,0.0005777907,0.0007685375],"domain_scores_gemma":[0.998017,0.0003961306,0.0003961832,0.0002503122,0.0006642315,0.0002761458],"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":[0.000500319,0.0008240035,0.05177676,0.0006311791,0.001576866,0.000527364,0.0003545582,0.1377687,0.647191,0.1308639,0.0001250721,0.0278602],"study_design_scores_gemma":[0.003055525,0.006062778,0.01282481,0.0007805173,0.0006386467,0.0009535883,0.0004923866,0.08888498,0.8810698,0.0007042378,0.003414039,0.001118701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906293,0.006095293,0.0008792792,0.001316541,0.0001667756,0.0001624564,0.000003203819,0.00006607358,0.0006810784],"genre_scores_gemma":[0.9936525,0.005004207,0.001004217,0.0001128707,0.00006868345,0.000003225394,5.470067e-7,0.00004130389,0.000112401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2338788,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007239604039199722,"score_gpt":0.2121066285472663,"score_spread":0.2048670245080666,"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."}}