{"id":"W4412798927","doi":"10.1093/mnras/staf1193","title":"Infrared spectroscopy of V838 Monocerotis in 2015 and 2022","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; National Science Foundation; Korea Astronomy and Space Science Institute; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Agencia Nacional de Investigación y Desarrollo; National Aeronautics and Space Administration; Ministerio de Ciencia, Tecnología e Innovación Productiva","keywords":"Physics; Spectroscopy; Astrophysics; Infrared; Astronomy","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":[0.0002541974,0.0003408533,0.0003956199,0.000717487,0.0008355213,0.0005301173,0.0003543216,0.0006941728,0.001065607],"category_scores_gemma":[0.0002330525,0.0002445698,0.0002620236,0.0005062676,0.0002970539,0.0002634025,0.0007443179,0.0005960447,0.0004441909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006553271,"about_ca_system_score_gemma":0.0002515281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007300632,"about_ca_topic_score_gemma":0.02011227,"domain_scores_codex":[0.9998057,0.000006217701,0.000004740687,0.00005063126,0.00008495449,0.00004769558],"domain_scores_gemma":[0.9998395,0.000009821716,0.00004451212,0.00001505061,0.0000396431,0.00005140095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008880261,0.000182936,0.3783912,0.0001387338,0.0001630066,0.004153951,0.001596338,0.001426061,0.5929942,0.0003789493,0.001810983,0.01787569],"study_design_scores_gemma":[0.000008118426,0.0001038281,0.9865541,0.00001381038,0.00002027847,0.0006880865,0.0002993574,0.0004389876,0.008322347,0.00004772952,0.003492498,0.00001097147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995577,0.000268273,0.000176068,0.00004493403,0.00001844789,0.000007042492,0.0004187687,0.00003275723,0.003456811],"genre_scores_gemma":[0.9959656,0.0001013059,0.0004005411,0.00007682305,0.00001376127,0.000006174645,0.00135194,0.00002576909,0.002058133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007300632,"threshold_uncertainty_score":0.01451629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004556821868193498,"score_gpt":0.2676521007921959,"score_spread":0.2630952789240024,"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."}}