{"id":"W1571892911","doi":"10.1109/leos.2001.969060","title":"Temperature performance of AlGaInAs semiconductor lasers","year":2002,"lang":"en","type":"article","venue":"","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Materials science; Optoelectronics; Differential gain; Laser; Semiconductor laser theory; Semiconductor optical gain; Gallium arsenide; Current density; Absorption (acoustics); Semiconductor; Ridge; Optics; Transparency (behavior); Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002876476,0.0001262914,0.0001621633,0.00003818783,0.00005413417,0.00001831696,0.000140615,0.00003678362,0.009368489],"category_scores_gemma":[0.000001558892,0.00009517246,0.00007515815,0.0001227712,0.00004344832,0.0001534819,0.00002416227,0.0001123775,0.00004844823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000512483,"about_ca_system_score_gemma":0.000007715214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007152483,"about_ca_topic_score_gemma":6.942958e-7,"domain_scores_codex":[0.9993731,0.00001107791,0.0001711158,0.0001604899,0.0001087048,0.0001755052],"domain_scores_gemma":[0.999593,0.00002266552,0.00007278564,0.0002099613,0.00004544838,0.00005612207],"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":[0.0000220404,0.0001674009,0.3142145,0.000106731,0.0002072801,0.000001716018,0.001081139,0.00009567818,0.5923741,0.04126431,0.04164622,0.008818832],"study_design_scores_gemma":[0.001299079,0.0002315259,0.011877,0.00007250201,0.0000587909,0.00000673021,0.002021642,0.005255501,0.9576308,0.001333084,0.01947155,0.0007418458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670782,0.0001505411,0.000001438334,0.00004937318,0.0001652316,0.00006570972,0.00001707796,0.00002352511,0.03244888],"genre_scores_gemma":[0.9972119,0.000008446115,0.00016504,0.00009330756,0.000185933,0.000003464484,0.00001185081,0.00001131393,0.002308793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3652566,"threshold_uncertainty_score":0.9915371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244126999349214,"score_gpt":0.2083027823824286,"score_spread":0.1958615123889365,"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."}}