{"id":"W2169060906","doi":"10.1111/j.1365-2966.2008.13515.x","title":"Radio source calibration for the Very Small Array and other cosmic microwave background instruments at around 30 GHz","year":2008,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Physics; Venus; Cosmic microwave background; Brightness temperature; Calibration; Astrophysics; Planet; Flux (metallurgy); Microwave; Polarization (electrochemistry); Brightness; Astronomy; Remote sensing; Optics; Astrobiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001388041,0.0002195936,0.0002702298,0.00001166208,0.0006060316,0.00004810645,0.0004139822,0.00009010188,0.00005519388],"category_scores_gemma":[0.000003689679,0.0001502231,0.0003417274,0.00006067042,0.0005255151,0.00009303876,0.0001685906,0.0002003519,0.00000431413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019432,"about_ca_system_score_gemma":0.00005031202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004890856,"about_ca_topic_score_gemma":0.00002570055,"domain_scores_codex":[0.9988975,0.00004069066,0.0003383742,0.000301876,0.00009292293,0.000328623],"domain_scores_gemma":[0.9990613,0.0001974161,0.0002858475,0.0003697088,0.00002709106,0.0000586283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008222544,0.000195125,0.7765449,0.00001882176,0.0006414658,1.975474e-8,0.0005616967,0.2129952,0.0005982067,0.000681871,0.001942978,0.005737565],"study_design_scores_gemma":[0.003364819,0.0001952219,0.2471928,0.00003899058,0.0003342242,1.820786e-7,0.002409437,0.6981106,0.01173863,0.0003258585,0.03573024,0.0005589314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858237,0.00008865384,0.01259154,0.0005485598,0.0001472726,0.000518861,0.0001042521,0.00002037108,0.0001568088],"genre_scores_gemma":[0.991522,1.920904e-7,0.007453623,0.00007625551,0.0002567868,0.00006966596,0.0000213638,0.00002782388,0.0005723308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.529352,"threshold_uncertainty_score":0.612592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825661016760562,"score_gpt":0.2022419067144806,"score_spread":0.183985296546875,"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."}}