{"id":"W2086521032","doi":"10.1117/12.673127","title":"Green's function approach to modelling quantum well semiconductor lasers","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum well; Semiconductor laser theory; Laser; Quantum; Statistical physics; Boltzmann constant; Function (biology); Physics; Computer science; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003793714,0.0004335932,0.0004864982,0.000155482,0.00008141441,0.0001363192,0.0007786626,0.0002568396,0.00001347285],"category_scores_gemma":[0.00007152192,0.0003794306,0.0005759137,0.0004681388,0.0001268856,0.0006250296,0.0001000428,0.0003762181,0.000006781361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860112,"about_ca_system_score_gemma":0.00001697557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005082083,"about_ca_topic_score_gemma":3.265077e-7,"domain_scores_codex":[0.997583,1.353507e-8,0.000753591,0.0004610885,0.0006490672,0.0005532674],"domain_scores_gemma":[0.9985906,0.00009770357,0.0001667338,0.00007929277,0.0008809881,0.0001847115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000059334,0.0001040843,0.000120232,0.0006643599,0.0002858891,6.33806e-8,0.00009125267,0.04254174,0.5555214,0.3938832,0.006673605,0.00005480862],"study_design_scores_gemma":[0.0009354685,0.0002255156,0.0002407407,0.0002521332,0.0002442648,0.0000108689,0.001252239,0.8512315,0.1289022,0.00310744,0.01286443,0.0007332305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876122,0.0001669298,0.0007230081,0.0004044804,0.0004856938,0.0005491777,0.00004363533,0.0002675441,0.009747311],"genre_scores_gemma":[0.908323,0.00006074709,0.08963329,0.0001450319,0.001019493,0.0001807213,0.00003169629,0.0001572272,0.0004488393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8086898,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324012819640312,"score_gpt":0.2008572219549803,"score_spread":0.1876170937585772,"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."}}