{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007983053,0.0004007262,0.0003391267,0.0004801258,0.0002511928,0.0005611914,0.0002310271,0.00048994,0.001697484],"category_scores_gemma":[0.003534316,0.0002837927,0.0003228696,0.000349919,0.0004489395,0.0004155659,0.0004029257,0.0003767501,0.0004611305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002958166,"about_ca_system_score_gemma":0.0001144055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006637267,"about_ca_topic_score_gemma":0.0006170445,"domain_scores_codex":[0.9989451,0.0002207548,0.00006104564,0.0001486823,0.0005000653,0.0001244505],"domain_scores_gemma":[0.9932608,0.002995777,0.00127154,0.0005062902,0.00175037,0.0002152052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009416701,0.00008313142,0.02275246,0.0001730179,0.00007372569,0.0007355272,0.0001467225,0.006482783,0.9563972,0.00007097937,0.000154156,0.01198865],"study_design_scores_gemma":[0.00001736331,0.00324224,0.09431984,0.00003170264,0.0001208403,0.0009568374,0.000206726,0.01802264,0.8819695,0.00006622424,0.001007523,0.0000385559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949344,0.0003375491,0.003909009,0.0000249728,0.00001860093,0.00001348934,0.00005960454,0.0001161557,0.000586162],"genre_scores_gemma":[0.9987282,0.00007730175,0.0007693659,0.00001818285,0.000004777286,0.000003448694,0.00005833195,0.00002349219,0.000316874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697484,"threshold_uncertainty_score":0.005678654,"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."}}