{"id":"W4415828611","doi":"10.1093/mnras/staf1901","title":"Experimental and anharmonic theoretical spectroscopic benchmarks of nitrogenated and doubly-nitrogenated polycyclic heterocycles","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Ames Research Center","keywords":"Anharmonicity; Indole test; Spectral line; Emission spectrum; Infrared; Redshift","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":[0.0001946499,0.0002857701,0.0001914917,0.0002211702,0.0003513039,0.0002150956,0.0005449773,0.0003046755,0.003114277],"category_scores_gemma":[0.0004269512,0.000131043,0.0001986636,0.0001866917,0.0004636074,0.0004914835,0.0002571319,0.0004595106,0.0001949837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004899988,"about_ca_system_score_gemma":0.0001776933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668181,"about_ca_topic_score_gemma":0.001486264,"domain_scores_codex":[0.9999024,0.00001281218,0.000002338564,0.00002039144,0.0000425907,0.00001952283],"domain_scores_gemma":[0.9998614,0.00006633703,0.00001363006,0.00002614784,0.00002289804,0.00000970267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003774777,0.0003401019,0.006609618,0.0003846348,0.00007835029,0.0003110824,0.0002451941,0.6496763,0.3033916,0.02456417,0.001319414,0.01270206],"study_design_scores_gemma":[0.00003357011,0.00020963,0.003010944,0.00001000725,0.00001031709,0.00003277152,0.00007785169,0.9218055,0.07083276,0.002389249,0.001566458,0.00002084869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827482,0.0002073064,0.006911635,0.00009864796,0.00002240103,0.00001913967,0.0002426028,0.000115371,0.009634675],"genre_scores_gemma":[0.9971992,0.00006132443,0.002182661,0.00001295492,0.000004896122,0.00001903442,0.0001857116,0.00002323363,0.0003110752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114277,"threshold_uncertainty_score":0.0104183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004221450726292491,"score_gpt":0.2192603507673984,"score_spread":0.2150389000411059,"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."}}