{"id":"W4327576559","doi":"10.21203/rs.3.rs-2673748/v1","title":"Ultralow Threshold Surface Emitting Ultraviolet Lasers with Semiconductor Nanowires","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Lasing threshold; Optoelectronics; Materials science; Laser; Ultraviolet; Nanowire; Semiconductor; Semiconductor laser theory; Wavelength; Photonics; Optics; Physics","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":[0.000856592,0.0003746489,0.0004210607,0.0001429416,0.00047163,0.0003439432,0.0007644237,0.0001769084,0.0003969073],"category_scores_gemma":[0.00002338815,0.0003191798,0.0002059291,0.0005452159,0.0002434296,0.00008970239,0.0003980682,0.002006693,0.0002111513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119705,"about_ca_system_score_gemma":0.0006846843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503936,"about_ca_topic_score_gemma":0.00008194243,"domain_scores_codex":[0.9967058,0.0001329991,0.0003520204,0.0009555605,0.0008827047,0.0009709498],"domain_scores_gemma":[0.997636,0.0004186751,0.0001441567,0.001119716,0.0004017116,0.0002797271],"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":[0.0001898634,0.001112927,0.3727833,0.002670688,0.001457567,0.0001039272,0.003929392,0.03963548,0.4875571,0.02321567,0.06459596,0.00274812],"study_design_scores_gemma":[0.006746332,0.001043235,0.04610926,0.01973734,0.0004596184,0.00001517627,0.06683154,0.02010734,0.5834072,0.1849883,0.06181591,0.008738821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897578,0.0001291788,0.0002911942,0.0006114043,0.0001052154,0.001374122,0.00172809,0.000201779,0.005801163],"genre_scores_gemma":[0.9929194,0.00005764673,0.0004175214,0.000009602473,0.0004288188,0.0004888973,0.001080496,0.0001176384,0.004480004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326674,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513918495318218,"score_gpt":0.3778485148034438,"score_spread":0.3027093298502617,"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."}}