{"id":"W4392648083","doi":"10.1063/5.0195126","title":"Low phase noise microwave oscillator based on gain driven polariton","year":2024,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Phase noise; Microwave; Polariton; Oscillator phase noise; Noise (video); Physics; Phase (matter); Optoelectronics; Materials science; Noise figure; Optics; Computer science; Quantum mechanics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007651686,0.0002805837,0.0002406318,0.00004568693,0.00009392547,0.0001342234,0.000203526,0.00005104484,0.0002320288],"category_scores_gemma":[0.00000228634,0.0002456154,0.0002184397,0.0002613448,0.00006538789,0.00005562373,0.00004805472,0.0003956506,0.0006892837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004465745,"about_ca_system_score_gemma":0.00004804104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001313711,"about_ca_topic_score_gemma":1.406484e-7,"domain_scores_codex":[0.9985462,0.00002303954,0.0002076164,0.0004990803,0.0003037942,0.0004202282],"domain_scores_gemma":[0.9992095,0.0002010293,0.00003846124,0.0003287037,0.00001421245,0.0002080449],"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":[0.00005146582,0.0003425393,0.00003160991,0.00003754432,0.00006285385,0.00000992259,0.0000414841,0.0008870414,0.6697343,0.2776959,0.00497566,0.04612964],"study_design_scores_gemma":[0.002536279,0.0001645807,0.00002591634,0.0001959752,0.0001292364,2.41021e-7,0.00003964005,0.07213355,0.8832861,0.01374692,0.02666941,0.00107219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6621663,0.0000165983,0.3142152,0.002529535,0.0005420225,0.0006178698,0.0002018959,0.0002412198,0.01946935],"genre_scores_gemma":[0.994407,3.398917e-7,0.0009209209,0.003450988,0.0009603715,0.00005303139,0.0001069223,0.00005279094,0.00004763779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3322407,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985400806343955,"score_gpt":0.2356051454634518,"score_spread":0.2276197446571079,"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."}}