{"id":"W7162018327","doi":"10.82308/16916","title":"Characterizing prototype dishes for CHORD and HIRAX using reflectometry","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rugosity; Reflectometry; Reflection (computer programming)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004475522,0.0006659647,0.0002607111,0.000217272,0.000283362,0.0008094045,0.001027965,0.0005718572,0.00209405],"category_scores_gemma":[0.0007018128,0.0003225577,0.0003550454,0.0002393156,0.0003503706,0.0004364449,0.0005960405,0.0003630538,0.001045458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016019,"about_ca_system_score_gemma":0.0004424685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792181,"about_ca_topic_score_gemma":0.006704892,"domain_scores_codex":[0.9995965,0.00002504743,0.00001169342,0.0001187222,0.0001823651,0.00006566049],"domain_scores_gemma":[0.9993955,0.0001017577,0.00009094115,0.0001556168,0.0001772095,0.00007905385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003037932,0.00003296985,0.007386172,0.0002585053,0.0000226771,0.0003868867,0.0004054308,0.007212737,0.9610808,0.001669799,0.001050724,0.02018948],"study_design_scores_gemma":[0.0001421435,0.002208714,0.05475186,0.0000429745,0.0001089648,0.0009514902,0.001077336,0.03580327,0.8562998,0.0005049309,0.04795867,0.0001499854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816215,0.0004284621,0.1000043,0.0001856124,0.0002066891,0.0003627286,0.001035164,0.001925544,0.0142299],"genre_scores_gemma":[0.8323308,0.0002495429,0.1546776,0.0001224704,0.00002173767,0.0001750038,0.001161615,0.0002283832,0.01103288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002792181,"threshold_uncertainty_score":0.007371783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657524929475,"score_gpt":0.3241606627322068,"score_spread":0.2875854134374569,"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."}}