{"id":"W4386747535","doi":"10.1364/oe.502911","title":"Single and coupled cavity mode sensing schemes using a diagnostic field","year":2023,"lang":"en","type":"article","venue":"Optics Express","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Australian Research Council","keywords":"Physics; Optics; Detector; Gravitational wave; Mode (computer interface); Demodulation; Position (finance); Field (mathematics); Computer science; Quantum mechanics; Telecommunications","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":[0.00006986436,0.000115264,0.0001591295,0.00002966146,0.0001152784,0.00007217067,0.00006872797,0.00004847432,0.00005379689],"category_scores_gemma":[0.0001829714,0.0001058555,0.00004528867,0.0001267486,0.00003282997,0.00006126922,0.0001466132,0.0001287871,0.00001723121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008292227,"about_ca_system_score_gemma":0.00001523496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288203,"about_ca_topic_score_gemma":0.000001262682,"domain_scores_codex":[0.9992286,0.00001786567,0.0001392046,0.0002063002,0.0001376473,0.0002704082],"domain_scores_gemma":[0.9988461,0.000787131,0.00003447177,0.0001552975,0.00003840279,0.0001386466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001016222,0.0005526109,0.01308776,0.0002206483,0.000267074,0.0001334216,0.0009428954,0.00403023,0.5958159,0.2894258,0.0008571111,0.09456495],"study_design_scores_gemma":[0.0003543982,0.00004723718,0.00006266303,0.00009291461,0.00004291476,0.000001117013,0.0001625832,0.9267682,0.0542281,0.01684521,0.00113071,0.0002639061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564393,0.00002579798,0.04212437,0.0001015215,0.00009985912,0.00009439857,0.0000125281,0.0000488872,0.001053376],"genre_scores_gemma":[0.9923876,0.000005384774,0.007236963,0.00004602861,0.0001422515,0.00000288188,0.000008508587,0.00001553429,0.0001548572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.922738,"threshold_uncertainty_score":0.431666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02598419509398812,"score_gpt":0.2777974490985413,"score_spread":0.2518132540045531,"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."}}