{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008308099,0.0004633201,0.0003493789,0.0004670779,0.0002802067,0.0006521781,0.001280934,0.0008842516,0.00156904],"category_scores_gemma":[0.001438126,0.0003848908,0.0003092026,0.0003838293,0.001219598,0.001268264,0.001249495,0.000621731,0.0003603067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006451934,"about_ca_system_score_gemma":0.0003529928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317908,"about_ca_topic_score_gemma":0.0007079759,"domain_scores_codex":[0.9989554,0.00009670726,0.0000550156,0.0003500511,0.0004698471,0.00007301365],"domain_scores_gemma":[0.9990224,0.0002406947,0.0002139178,0.0002865503,0.0001661424,0.00007037074],"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":[0.0002382813,0.00006343122,0.000757961,0.0001127246,0.000022567,0.00003570004,0.0001177865,0.001429609,0.9698414,0.00935145,0.0001698507,0.0178593],"study_design_scores_gemma":[0.00006187257,0.0003882434,0.000872889,0.00001181569,0.00003278831,0.0001739799,0.00002460658,0.03073496,0.9628569,0.001486288,0.003304553,0.00005108542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566984,0.0008315176,0.1342114,0.0003335719,0.0001758319,0.0001972682,0.0001809793,0.0004496829,0.006921368],"genre_scores_gemma":[0.8813938,0.0001609112,0.114987,0.0001061493,0.00002886317,0.00008218117,0.00005408506,0.00003607318,0.003150852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00156904,"threshold_uncertainty_score":0.005248964,"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."}}