{"id":"W2998660503","doi":"10.1126/sciadv.aav7523","title":"An electrically pumped surface-emitting semiconductor green laser","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"Army Research Office; Division of Electrical, Communications and Cyber Systems; National Science Foundation","keywords":"Optoelectronics; Materials science; Laser; Distributed Bragg reflector; Diode; Semiconductor; Epitaxy; Ultraviolet; Semiconductor laser theory; Light-emitting diode; Photonics; Gallium nitride; Substrate (aquarium); Optics; Blue laser; Nanotechnology; Wavelength; Layer (electronics)","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":[0.0001606996,0.0001063588,0.0001233987,0.00002661116,0.0001129584,0.00006838823,0.000482808,0.00002688621,0.00005015771],"category_scores_gemma":[0.00008777052,0.00009059068,0.00002279875,0.0007854956,0.0001761764,0.001340328,0.00002890171,0.0001383543,0.00007748477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003609,"about_ca_system_score_gemma":0.00005072162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006488677,"about_ca_topic_score_gemma":0.000006459006,"domain_scores_codex":[0.9989157,0.000008687416,0.0001412933,0.0002809161,0.0002704543,0.0003830022],"domain_scores_gemma":[0.9994877,0.00004476678,0.00002041204,0.000137094,0.00004195989,0.0002680717],"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":[0.000004073337,0.000008250614,0.0009413285,0.00003146398,0.000003272556,0.000005332825,0.0003378042,0.01464199,0.9725373,0.0001846374,0.00002700315,0.0112775],"study_design_scores_gemma":[0.0001637783,0.0001210784,0.0008908851,0.00001518653,0.000007184055,0.000002926607,0.0002837261,0.3108406,0.6747269,0.0004084748,0.0122056,0.0003336734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922958,0.0007460054,0.000475536,0.0002391741,0.0001553715,0.00007632918,0.00000514364,0.0003510794,0.005655556],"genre_scores_gemma":[0.9957719,0.00004962359,0.003636199,0.0004148132,0.00008360635,0.000002298949,0.000001424214,0.00001069285,0.00002947359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2978104,"threshold_uncertainty_score":0.3694181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232910642999212,"score_gpt":0.2521469952482191,"score_spread":0.239817888818227,"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."}}