{"id":"W7026536126","doi":"","title":"Analysis of the intensity profile of a VCSEL with Hermite-Gauss modes","year":2002,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relative intensity noise; Intensity (physics); Vertical-cavity surface-emitting laser; Laser; Diode","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002198991,0.0005288615,0.001140836,0.0004277064,0.0001786017,0.0000246922,0.0006128689,0.0004747007,0.0003035508],"category_scores_gemma":[0.0001563078,0.0003853407,0.0005474036,0.001703044,0.00009328531,0.0002824026,0.00005824412,0.0008448031,0.00001550851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647947,"about_ca_system_score_gemma":0.00001491597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002417986,"about_ca_topic_score_gemma":0.001369612,"domain_scores_codex":[0.9976802,0.00007818079,0.0007327811,0.0004919092,0.0006275434,0.000389338],"domain_scores_gemma":[0.9980276,0.0001386299,0.0003759528,0.0008268927,0.0004920864,0.0001388823],"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":[0.001010318,0.001107716,0.005496568,0.007796188,0.02761635,0.0000855177,0.0002234658,0.05873928,0.8059224,0.0342559,0.00004182553,0.05770449],"study_design_scores_gemma":[0.0008835361,0.0001910497,0.02940619,0.001331159,0.007812611,0.000009001995,0.001209239,0.02209873,0.9332772,0.0007008761,0.001525626,0.001554733],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954143,0.0003321968,1.695838e-7,0.000002033223,0.000299611,0.0003572488,0.001076584,0.0001181598,0.04367102],"genre_scores_gemma":[0.9973449,0.0001214128,0.0002709516,0.00002805954,0.00001216231,0.00003811058,0.0002887369,0.0001116274,0.001784031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273549,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248284646537271,"score_gpt":0.2051182927712983,"score_spread":0.1926354463059256,"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."}}