{"id":"W3134112863","doi":"10.3847/1538-3881/abfdab","title":"Validation of the EDGES Low-band Antenna Beam Model","year":2021,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antenna (radio); Ground plane; Residual; Physics; Computational physics; Beam (structure); Ground truth; Optics; Algorithm; Computer science; Telecommunications","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":[0.0005496885,0.0004049732,0.0003771308,0.0002191046,0.0002815574,0.0009285246,0.001286637,0.0008097509,0.002099438],"category_scores_gemma":[0.001482569,0.0003012766,0.0005839284,0.00032902,0.0003048527,0.000503774,0.0003965527,0.0007016483,0.001147746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008564946,"about_ca_system_score_gemma":0.0005110773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0080357,"about_ca_topic_score_gemma":0.003557156,"domain_scores_codex":[0.9995912,0.00009546335,0.00002243002,0.0001148627,0.0001156879,0.00006045689],"domain_scores_gemma":[0.9993896,0.0002105003,0.00004561222,0.0001583738,0.000161986,0.00003382811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001247735,0.00004044438,0.01898912,0.00003874793,0.00004272267,0.00008848553,0.00009322718,0.9509696,0.01581047,0.002484964,0.001030024,0.01028749],"study_design_scores_gemma":[0.00003765956,0.00004678449,0.006047049,0.000008280396,0.00001261642,0.0000358126,0.00004209196,0.981952,0.009297479,0.0009635958,0.001538826,0.00001778542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7265589,0.00006827276,0.2564989,0.0003338043,0.0000580016,0.00007036336,0.002029764,0.003188172,0.01119377],"genre_scores_gemma":[0.975454,0.00002926163,0.02183836,0.000104901,0.000005971522,0.00004671649,0.001067961,0.0003112054,0.00114166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0080357,"threshold_uncertainty_score":0.01597786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278897217554067,"score_gpt":0.2171165179015202,"score_spread":0.2043275457259795,"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."}}