{"id":"W4401243875","doi":"10.1117/12.3026121","title":"Purcell factors and spontaneous emission decay rates in a linear gain medium","year":2024,"lang":"en","type":"article","venue":"","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071674,0.0006493349,0.0003287619,0.0007962279,0.0005064156,0.001013122,0.001196426,0.0007374961,0.001558264],"category_scores_gemma":[0.003788012,0.0002859478,0.0003535501,0.0003199113,0.001588457,0.002004771,0.0006719899,0.001073272,0.0004373242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101663,"about_ca_system_score_gemma":0.0004455931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007156142,"about_ca_topic_score_gemma":0.0004747097,"domain_scores_codex":[0.9997002,0.00008913743,0.00001239125,0.00005331163,0.00008912358,0.00005591169],"domain_scores_gemma":[0.9985878,0.0008553033,0.0001635173,0.0001870228,0.0001362447,0.00007000766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001223737,0.0001153082,0.001623434,0.00008966876,0.00002161994,0.0002071229,0.0003309701,0.1840354,0.05622991,0.7412056,0.000544612,0.01547401],"study_design_scores_gemma":[0.00002138606,0.00007626764,0.0004681673,0.00002507233,0.00001293695,0.0001925607,0.00005437685,0.7709635,0.02831495,0.1984918,0.001327047,0.00005198507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3968762,0.0008307202,0.5771335,0.0004578636,0.00006137147,0.000070565,0.00008455785,0.0005544841,0.0239307],"genre_scores_gemma":[0.9631831,0.0005737116,0.02911981,0.00006755248,0.00002550361,0.0001018131,0.00004564178,0.0001643261,0.006718617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001558264,"threshold_uncertainty_score":0.007993102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009509964743440166,"score_gpt":0.2714415276078125,"score_spread":0.2619315628643724,"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."}}