{"id":"W4411358754","doi":"10.1109/lpt.2025.3580637","title":"kHz-Resolution Frequency Measurement Based on Selective High-Order Modes in a Micro-Resonator","year":2025,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Key Research and Development Program of China","keywords":"Resonator; Materials science; Optics; Optoelectronics; Resolution (logic); Physics; Computer science","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":[0.0002683697,0.0002654743,0.000318153,0.0005056524,0.0001086418,0.00002067553,0.0003718026,0.0002181477,0.00005023839],"category_scores_gemma":[0.00006498052,0.0002504135,0.00009669344,0.001058195,0.0001405612,0.00004315651,0.00004797693,0.0007201296,0.00003588694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608491,"about_ca_system_score_gemma":0.0001783751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00023795,"about_ca_topic_score_gemma":0.00003835394,"domain_scores_codex":[0.9982213,0.00006158862,0.0003557865,0.0005460286,0.0002785938,0.0005367224],"domain_scores_gemma":[0.999252,0.00008584178,0.00008254287,0.00039827,0.0001229712,0.00005838557],"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":[0.0001003676,0.0007202846,0.006363938,0.00002621549,0.000137624,0.00001603789,0.00002104493,0.003251776,0.7026398,0.2808416,0.001132364,0.00474895],"study_design_scores_gemma":[0.002265827,0.0001650089,0.0008627794,0.0001998912,0.00005576239,3.420681e-7,0.00005977845,0.04602779,0.8610165,0.08746894,0.001365554,0.0005118841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924213,0.0001131875,0.05983704,0.01291255,0.0003005337,0.0006635144,0.0000321888,0.0001915821,0.00173638],"genre_scores_gemma":[0.9923987,0.000002459518,0.005070478,0.002281635,0.00001762081,0.00018535,0.000005929796,0.00001888408,0.00001890024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933727,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007040624558678472,"score_gpt":0.2256725634566473,"score_spread":0.2186319388979689,"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."}}