{"id":"W578365045","doi":"10.26077/66jn-6f79","title":"Novel Collapsible Lens Antenna Design for Smallsat Applications","year":2025,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Lens (geology); Antenna (radio); Computer science; Emphasis (telecommunications); Software deployment; Surface (topology); Optics; Engineering; Telecommunications; Physics; Mathematics","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":[0.0001342955,0.0006507232,0.0003540817,0.0002976393,0.0001782152,0.00092864,0.0008149756,0.0006896579,0.002340603],"category_scores_gemma":[0.0003312521,0.0002455211,0.0004425618,0.0004817633,0.0001779057,0.0004980398,0.0002988421,0.0003371464,0.001725301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007246938,"about_ca_system_score_gemma":0.0002951718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005028807,"about_ca_topic_score_gemma":0.0007551048,"domain_scores_codex":[0.999814,0.00002118762,0.000009177131,0.00003771856,0.00008711902,0.00003084877],"domain_scores_gemma":[0.9997203,0.00003573706,0.0000706375,0.00003212095,0.0001121296,0.00002899668],"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":[0.0004195666,0.00006674124,0.001454567,0.0003607557,0.0001187324,0.0009014529,0.0001680262,0.03191637,0.8075723,0.01608655,0.004715399,0.1362195],"study_design_scores_gemma":[0.000108726,0.001217251,0.003151598,0.00006149915,0.0001425228,0.003353432,0.0001870962,0.2994605,0.5989617,0.003442159,0.08977435,0.0001391936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.118105,0.001198279,0.8365251,0.0003804315,0.0003522294,0.0001093384,0.0001795307,0.001373393,0.04177671],"genre_scores_gemma":[0.6668875,0.0008150535,0.3141623,0.0001622987,0.0001371386,0.00009901216,0.0002366015,0.0001424338,0.0173576],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002340603,"threshold_uncertainty_score":0.007830143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461321832801013,"score_gpt":0.210811350757451,"score_spread":0.1861981324294409,"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."}}