{"id":"W1526895262","doi":"10.1109/leos.1996.565255","title":"The effects of blocking the lateral current flow in multiple-quantum-well ridge waveguide lasers","year":2002,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Quantum well; Blocking (statistics); Ridge; Current (fluid); Laser; Materials science; Optoelectronics; Quantum dot laser; Optics; Blocking effect; Flow (mathematics); Transverse plane; Waveguide; Physics; Geology; Computer science; Engineering; Structural engineering","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":[0.0001178395,0.0001337553,0.0001390946,0.00003281063,0.00006217499,0.00003449036,0.0002128122,0.0000404714,0.00005884614],"category_scores_gemma":[0.0000964044,0.00006934986,0.00006855199,0.0001418653,0.00005465264,0.0000651474,0.00003440473,0.0001940014,0.00004687768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002546762,"about_ca_system_score_gemma":0.000002070564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004661931,"about_ca_topic_score_gemma":0.0001093245,"domain_scores_codex":[0.9992112,0.00003046987,0.0002364815,0.0001111933,0.0001315389,0.0002791311],"domain_scores_gemma":[0.9988742,0.0008218678,0.0000202723,0.0002224554,0.00001618376,0.00004505987],"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":[0.0001411768,0.00106988,0.09672716,0.005096141,0.0009422509,0.0002381626,0.01354821,0.2157724,0.2915174,0.02134881,0.08911566,0.2644828],"study_design_scores_gemma":[0.0004350645,0.00002107958,0.002715465,0.00009829854,0.00001231637,0.000001360438,0.00005137976,0.9566669,0.0314959,0.00008606155,0.008288567,0.0001275965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938161,0.002859919,0.00003210287,0.0001001656,0.0008858509,0.0001983958,0.000002859337,0.0000735405,0.002031055],"genre_scores_gemma":[0.9988401,0.0008999578,0.00005449943,0.00004329644,0.00006297947,0.00001261355,0.00000150175,0.00001741715,0.0000676588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7408946,"threshold_uncertainty_score":0.2828005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272783281424283,"score_gpt":0.2043163997808188,"score_spread":0.1915885669665759,"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."}}