{"id":"W4298394662","doi":"10.1002/adpr.202200251","title":"Plasmon Coupling—The Root Cause of Raman Anomaly and Laser Cooling in Nanocrystal Ge","year":2022,"lang":"en","type":"article","venue":"Advanced Photonics Research","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Photoluminescence; Semiconductor; Laser; Germanium; Raman spectroscopy; Optoelectronics; Band gap; Plasmon; Laser cooling; Silicon; Optics; Physics","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":[0.001102553,0.0001207527,0.0002284637,0.0001115821,0.0003791678,0.00004853258,0.0004776683,0.00003551989,0.0002499166],"category_scores_gemma":[0.0000725746,0.00009668781,0.00004052229,0.0003909887,0.0002872119,0.00007138622,0.001179594,0.000663522,0.000001661273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006855041,"about_ca_system_score_gemma":0.00008637553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003166434,"about_ca_topic_score_gemma":0.00002647887,"domain_scores_codex":[0.9984301,0.00008606131,0.0003297136,0.0002981541,0.000391859,0.0004641491],"domain_scores_gemma":[0.9990277,0.0003352218,0.00007547459,0.0004208791,0.00009719951,0.0000434747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00419928,0.001582011,0.0730551,0.0003924666,0.0003117838,0.0001115623,0.001882176,0.5649549,0.2203232,0.1222211,0.0005055149,0.01046087],"study_design_scores_gemma":[0.005998245,0.002266767,0.00202501,0.0002265962,0.0000479328,0.00001547541,0.01607794,0.5685694,0.2729272,0.07569316,0.05494172,0.001210523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981285,0.000290721,0.00008380473,0.000182679,0.00008427563,0.0004119059,0.00005649288,0.00002466969,0.0007369348],"genre_scores_gemma":[0.9981144,0.00004937981,0.00142521,0.000008722876,0.000007365123,0.0001912802,0.00001238611,0.0000232933,0.0001679624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07103009,"threshold_uncertainty_score":0.3942815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850795098277566,"score_gpt":0.3302268094055497,"score_spread":0.2917188584227741,"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."}}