{"id":"W2940234627","doi":"10.1117/12.2522352","title":"Do you need a tunable laser for resonant cavity optical sensors?","year":2019,"lang":"en","type":"article","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Laser linewidth; Resonator; Optical cavity; Laser; Cavity ring-down spectroscopy; Optoelectronics; Resonance (particle physics); Materials science; Photonics; SIGNAL (programming language); Sensitivity (control systems); Optics; Phase noise; Whispering-gallery wave; Tunable laser; Wavelength; Physics; Electronic engineering","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":[0.002311212,0.0004539265,0.0008287118,0.0007269591,0.0008963741,0.00154333,0.00111026,0.006190813,0.02170701],"category_scores_gemma":[0.006082807,0.0004509909,0.0008063068,0.0004397765,0.001356583,0.005440281,0.0006883473,0.002484887,0.01467824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819734,"about_ca_system_score_gemma":0.0008342039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006687266,"about_ca_topic_score_gemma":0.001272772,"domain_scores_codex":[0.998505,0.0002521631,0.00007494834,0.0002199542,0.0007951988,0.000152651],"domain_scores_gemma":[0.997557,0.0009006303,0.0003615321,0.0002119325,0.000711453,0.0002573792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004919833,0.001028795,0.01213382,0.003842181,0.0001682543,0.00220075,0.0009540893,0.0006925807,0.1471272,0.0334428,0.1592128,0.6387047],"study_design_scores_gemma":[0.0001516787,0.001466529,0.006786616,0.001357428,0.0001572947,0.01188856,0.004928201,0.002599448,0.04644147,0.0320451,0.8918245,0.0003532734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05642334,0.1642686,0.1125673,0.5522451,0.02165004,0.0005476553,0.0005444519,0.003122749,0.08863081],"genre_scores_gemma":[0.3576452,0.08362199,0.2308974,0.2038729,0.0103066,0.0009337857,0.000394047,0.001060701,0.1112673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02170701,"threshold_uncertainty_score":0.07261717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009664829601262139,"score_gpt":0.2214099245285913,"score_spread":0.2117450949273291,"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."}}