{"id":"W2321717418","doi":"10.4006/0836-1398-28.1.134","title":"Minimization of the performance degradation of laser parameters with operating time of quantum dot laser using indium nitride","year":2015,"lang":"en","type":"article","venue":"Physics Essays","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Degradation (telecommunications); Laser; Indium; Optoelectronics; Quantum dot; Nitride; Physics; Quantum dot laser; Optics; Nanotechnology; Materials science; Electronic engineering; Semiconductor laser theory; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164386,0.0002427357,0.000168966,0.0001521377,0.0002246063,0.0003326046,0.0003705918,0.0003492191,0.001011261],"category_scores_gemma":[0.0004176907,0.0001395661,0.0001637026,0.0002367343,0.0001545111,0.0003980784,0.0001777333,0.0002223757,0.0002695367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306383,"about_ca_system_score_gemma":0.0002324411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006345108,"about_ca_topic_score_gemma":0.0009671568,"domain_scores_codex":[0.9998623,0.000009588926,0.000007526019,0.00004498642,0.00004434323,0.00003124855],"domain_scores_gemma":[0.9996108,0.00007827708,0.0001127977,0.00005102299,0.000118232,0.00002883374],"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":[0.0001090761,0.00001379858,0.0006645075,0.00002230631,0.000005166914,0.00002169269,0.00002918899,0.0007876492,0.9950418,0.00009001823,0.00005365882,0.003160932],"study_design_scores_gemma":[0.000004631031,0.0002271918,0.003776076,0.000003812781,0.00001507382,0.00006863624,0.00001892367,0.006874682,0.9885073,0.0000348098,0.0004614592,0.00000750093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995001,0.0003954616,0.003326631,0.00004963372,0.00001109262,0.000003345313,0.00004375409,0.00008074116,0.001088316],"genre_scores_gemma":[0.9975685,0.0001201829,0.001277585,0.00001121753,0.000004035446,0.000003588666,0.00004139751,0.00002242996,0.0009509532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001011261,"threshold_uncertainty_score":0.003382981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648920889464168,"score_gpt":0.2181829131555483,"score_spread":0.1916937042609066,"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."}}