{"id":"W7162025011","doi":"10.82308/22782","title":"A prototype ground penetrating radar system for soil characterization for the MIST 21-cm cosmology experiment","year":2024,"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":"Ground-penetrating radar; Radar; Software deployment; Antenna (radio); Software; Bandwidth (computing); Dipole antenna; Mist; Clutter","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":[0.0006806367,0.0004240006,0.0004195113,0.0004426544,0.0003364578,0.0004349175,0.0009409111,0.0004882868,0.007195988],"category_scores_gemma":[0.0006916868,0.0002226306,0.0002761373,0.0004576993,0.0001974477,0.0006626365,0.0005397024,0.0005537194,0.002965914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364896,"about_ca_system_score_gemma":0.0006045541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114404,"about_ca_topic_score_gemma":0.001944938,"domain_scores_codex":[0.9995459,0.00005471864,0.00001740203,0.0001138513,0.0002067911,0.00006136372],"domain_scores_gemma":[0.9995116,0.00004199959,0.00004404056,0.0001182191,0.0001806588,0.000103412],"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":[0.001655764,0.0003799199,0.01887611,0.000220938,0.0000719379,0.0007712745,0.0003003178,0.003936277,0.7559606,0.003167036,0.02865647,0.1860035],"study_design_scores_gemma":[0.001010725,0.006255787,0.1386457,0.00009209216,0.0002804793,0.004403455,0.0004566373,0.203719,0.4046289,0.002279586,0.2379112,0.0003163171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.360689,0.0002242446,0.5625265,0.0005984015,0.0003951727,0.002157896,0.00655112,0.03266293,0.03419471],"genre_scores_gemma":[0.5659116,0.0001179263,0.4121958,0.0004838418,0.00007771279,0.0006979579,0.006062608,0.000567069,0.01388554],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007195988,"threshold_uncertainty_score":0.02407295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492221764982128,"score_gpt":0.2645444919512321,"score_spread":0.2496222743014108,"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."}}