{"id":"W4409956049","doi":"10.3847/1538-4357/adc4db","title":"Using Two-frequency Dust Spectral Matching to Separate Galactic Synchrotron and Free–Free Temperature Foregrounds from the Cosmic Microwave Background","year":2025,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Cosmic microwave background; Synchrotron; Astrophysics; Microwave; Astronomy; COSMIC cancer database; Cosmic dust; Cosmic infrared background; Optics","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":[0.0002749056,0.000299051,0.0002572386,0.00150191,0.0002438547,0.0006488177,0.0003941857,0.000244438,0.001366844],"category_scores_gemma":[0.0008716866,0.0001896626,0.0004600986,0.0009476091,0.0001910589,0.0004028219,0.0004820739,0.0002399146,0.0004302791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569359,"about_ca_system_score_gemma":0.0002833013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027484,"about_ca_topic_score_gemma":0.003055897,"domain_scores_codex":[0.9998469,0.00002015375,0.000008075748,0.0000481203,0.00004723941,0.00002947592],"domain_scores_gemma":[0.9997175,0.00005159524,0.00005083657,0.00008149617,0.00007900967,0.00001942155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001181498,0.0003479248,0.07318485,0.0001468217,0.0003984267,0.000196842,0.0002561681,0.05090231,0.3902764,0.004885081,0.001439795,0.4767839],"study_design_scores_gemma":[0.0001366503,0.0001501664,0.1729057,0.00001677421,0.0002290531,0.0003411868,0.0001716826,0.6421603,0.1675504,0.006929922,0.009328275,0.00007995746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6017964,0.0001042468,0.3930731,0.00005868844,0.00003734272,0.00003332422,0.0005486513,0.001349424,0.002998866],"genre_scores_gemma":[0.7956386,0.0000552552,0.2019158,0.00002772334,0.00003151549,0.00002669277,0.00124235,0.0002046636,0.0008574526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027484,"threshold_uncertainty_score":0.00457257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331257488735806,"score_gpt":0.2599101791764593,"score_spread":0.2465976042891012,"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."}}