{"id":"W2165263360","doi":"10.1109/iciprm.2002.1014432","title":"Reliability of InP-based avalanche photodiodes for high bit-rate fiber-optic communication systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Materials science; Avalanche photodiode; Optoelectronics; Photodiode; Optical fiber; Stress (linguistics); Reliability (semiconductor); Accelerated aging; Composite material; Optics; Detector","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":[0.000273562,0.0001143621,0.0002275449,0.00003107592,0.00007309597,0.00001872554,0.0001604308,0.00005643685,0.00006935755],"category_scores_gemma":[0.0001638367,0.00009272429,0.00006201318,0.0001248843,0.0001518232,0.00006762642,0.00002727986,0.00009644365,0.00001361794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003015703,"about_ca_system_score_gemma":0.00003013537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001494648,"about_ca_topic_score_gemma":0.00000130132,"domain_scores_codex":[0.9992345,0.00007576816,0.0002741885,0.00017568,0.00006716537,0.0001726867],"domain_scores_gemma":[0.9984254,0.0005601798,0.0001330572,0.000690531,0.0001646847,0.00002612624],"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":[0.00003646252,0.0002449531,0.004023165,0.00007647953,0.00003616863,1.071076e-7,0.00001712969,0.01370179,0.005409001,0.9744665,0.0004757653,0.001512465],"study_design_scores_gemma":[0.002572326,0.0003512118,0.002481546,0.0002072392,0.0001124534,4.794716e-7,0.0006265875,0.05770731,0.6120394,0.3145521,0.008617828,0.0007315997],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8885444,0.00005386103,0.1019552,0.0001944212,0.0000633919,0.0007037478,0.00003619353,0.0001900835,0.008258706],"genre_scores_gemma":[0.8263844,8.776867e-7,0.173285,0.000007910657,0.000006413554,0.00004940175,0.00002185893,0.00001060357,0.0002335408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6599144,"threshold_uncertainty_score":0.3781187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400760256635171,"score_gpt":0.2508244101649716,"score_spread":0.2368168075986199,"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."}}