{"id":"W4402803626","doi":"10.1364/josab.534286","title":"Cavity-enhanced dual-comb spectroscopy in the molecular fingerprint region using free-running quantum cascade lasers","year":2024,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation Graduate Research Fellowship Program; Hertz Foundation; H2020 Marie Skłodowska-Curie Actions; Arnold and Mabel Beckman Foundation","keywords":"Cascade; Laser; Spectroscopy; Quantum cascade laser; Fingerprint (computing); Dual (grammatical number); Quantum; Materials science; Optoelectronics; Physics; Optics; Chemistry; Computer science; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928216,0.0003285476,0.0003043485,0.0003007471,0.0002813305,0.0003574466,0.0008088205,0.0006621384,0.0008585823],"category_scores_gemma":[0.0006494772,0.0002083699,0.0001851832,0.0002575169,0.0007285897,0.0008591703,0.0006931488,0.0005604749,0.0002372929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559327,"about_ca_system_score_gemma":0.0003908096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008181082,"about_ca_topic_score_gemma":0.002160488,"domain_scores_codex":[0.9995481,0.00004421424,0.00001278306,0.0001204668,0.0002248863,0.00004960178],"domain_scores_gemma":[0.9996026,0.0001334451,0.0001111369,0.00004847426,0.00006903367,0.00003532127],"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":[0.00003436747,0.00002846301,0.0002552645,0.00003032222,0.000003311083,0.00002769028,0.00003260528,0.0001741327,0.9956222,0.0004021499,0.0000473913,0.003342016],"study_design_scores_gemma":[0.00002411964,0.0001397223,0.0008534703,0.000004933373,0.000005966057,0.0001096982,0.00001560733,0.01443255,0.9829602,0.0002842608,0.001146023,0.00002336414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9215928,0.0007121785,0.07498618,0.000228732,0.00005963668,0.00008345801,0.0001468096,0.0003762571,0.001813943],"genre_scores_gemma":[0.9323573,0.0001904869,0.06611894,0.00005601635,0.0000295626,0.00005303087,0.00004061662,0.00002493324,0.001129117],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008585823,"threshold_uncertainty_score":0.003307998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365044222647028,"score_gpt":0.2847543221398831,"score_spread":0.2711038799134128,"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."}}