{"id":"W4389623360","doi":"10.3390/mi14122230","title":"Performance Investigations of InAs/InP Quantum-Dash Semiconductor Optical Amplifiers with Different Numbers of Dash Layers","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optiwave Systems (Canada); National Research Council Canada","funders":"","keywords":"Dash; Optoelectronics; Semiconductor; Materials science; Amplifier; Optical amplifier; Physics; Optics; Computer science; CMOS","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":[0.00006606962,0.0002511443,0.0004011868,0.0001372513,0.0001001303,0.00002342391,0.0002641138,0.0000526291,0.0002123425],"category_scores_gemma":[0.000009511386,0.0001823802,0.0001127722,0.0004111456,0.0002931032,0.0001435139,0.0000676499,0.0001714263,0.00001224224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001389584,"about_ca_system_score_gemma":0.00006421246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005402046,"about_ca_topic_score_gemma":0.00002110113,"domain_scores_codex":[0.9988084,0.00003089544,0.0003828392,0.0002816155,0.0002047781,0.0002914839],"domain_scores_gemma":[0.9991511,0.000112141,0.0002275007,0.0003168782,0.00007993684,0.0001124136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000281626,0.00004780629,0.5977031,0.0001184167,0.0001389719,7.547071e-7,0.0007862855,0.0002471694,0.3925247,0.007221341,0.0007228154,0.0004604645],"study_design_scores_gemma":[0.001959367,0.0003778217,0.381712,0.0003943252,0.0002350786,0.00001126354,0.003992236,0.004560035,0.5989676,0.005941552,0.0009586323,0.000890035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983914,0.00003881478,0.00003633272,0.00006839951,0.0001609691,0.0001734084,0.0001527808,0.00005302079,0.0009248678],"genre_scores_gemma":[0.9993151,0.000008891661,0.0002177851,0.00002536629,0.00009567528,0.00001432816,0.0001725528,0.00003048413,0.0001198115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215991,"threshold_uncertainty_score":0.743725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525695718961854,"score_gpt":0.2480151314037833,"score_spread":0.2327581742141647,"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."}}