{"id":"W4321437433","doi":"10.35848/1347-4065/acbdd8","title":"Doping study of two-well resonant-phonon terahertz quantum cascade lasers part I: doping profile dependence","year":2023,"lang":"en","type":"article","venue":"Japanese Journal of Applied Physics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Doping; Terahertz radiation; Phonon; Materials science; Cascade; Quantum well; Laser; Dopant; Optoelectronics; Condensed matter physics; Optics; Physics; Chemistry","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":[0.0003206659,0.000216671,0.0004100005,0.00007604476,0.000192308,0.00003826707,0.0004474517,0.0000642036,0.0001396493],"category_scores_gemma":[0.00001519279,0.0001921088,0.0001290831,0.0006187547,0.00005846858,0.0001764587,0.00009098858,0.000438588,0.00006731288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007757575,"about_ca_system_score_gemma":0.0000867866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006730172,"about_ca_topic_score_gemma":0.00001588523,"domain_scores_codex":[0.9981045,0.00002301334,0.0006984028,0.0002741943,0.000541614,0.0003582602],"domain_scores_gemma":[0.9984928,0.0002200691,0.0005999605,0.0004231843,0.0001315677,0.0001323649],"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":[0.0003620851,0.000846274,0.002660573,0.0001452234,0.0001688545,0.00003727844,0.009054625,0.007831875,0.9754903,0.001082207,0.0004392459,0.001881509],"study_design_scores_gemma":[0.002848204,0.0001777825,0.001287283,0.0001726423,0.0001372726,0.00003917742,0.02480504,0.009988891,0.9572548,0.002234698,0.0006684305,0.0003857908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955647,0.00001499791,0.00009738774,0.00003787419,0.00007441022,0.0002125398,0.000007939576,0.00006331451,0.003926843],"genre_scores_gemma":[0.9991486,0.00002061915,0.000166024,0.00003478841,0.000434999,0.00006276148,0.00001056086,0.00003486637,0.00008678065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01823546,"threshold_uncertainty_score":0.7833971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347778969390306,"score_gpt":0.2901332830369115,"score_spread":0.2666554933430084,"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."}}