{"id":"W7161940645","doi":"10.82308/12451","title":"Prototyping and testing analog electronics and dishes for HIRAX and CHORD","year":2022,"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":"Chord (peer-to-peer); Radio control; Radio communications","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":[0.00127743,0.001023104,0.0003378002,0.0005650268,0.000314218,0.0008644221,0.001913929,0.000606979,0.01337142],"category_scores_gemma":[0.002203564,0.0004391129,0.0004830578,0.0003277614,0.0004902699,0.0008170962,0.0009370489,0.0006180881,0.003090767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008893306,"about_ca_system_score_gemma":0.0008369815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584109,"about_ca_topic_score_gemma":0.002443718,"domain_scores_codex":[0.998854,0.00007607973,0.00006494288,0.0002274837,0.0006193091,0.000158176],"domain_scores_gemma":[0.9980794,0.0003238387,0.0001757832,0.0004140167,0.000780576,0.0002263999],"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":[0.00129753,0.0002857175,0.008088921,0.0017562,0.00009694546,0.001682461,0.001137725,0.01246534,0.7685968,0.007036278,0.008587482,0.1889687],"study_design_scores_gemma":[0.0006146932,0.009760076,0.02909247,0.0002659772,0.0002897867,0.003144528,0.001023009,0.02839446,0.6546154,0.00140867,0.2712042,0.0001867887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4722617,0.00150169,0.4544719,0.0007137234,0.001722908,0.003550077,0.002683918,0.01104363,0.05205049],"genre_scores_gemma":[0.6512737,0.0007285979,0.3003089,0.000327742,0.00008529366,0.0008859166,0.001573754,0.000581921,0.04423409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337142,"threshold_uncertainty_score":0.0447318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244741172687143,"score_gpt":0.2560717847280341,"score_spread":0.2436243730011627,"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."}}