{"id":"W7161963617","doi":"10.82308/11487","title":"Simulations and Data Analysis for HIRAX and CHORD","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":"Chord (peer-to-peer); Fire brigade; Base (topology); ESPACE","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":[0.001410679,0.00111667,0.0009154127,0.0007311173,0.0009600789,0.001379747,0.002633028,0.001714794,0.03415814],"category_scores_gemma":[0.004733416,0.0005007536,0.001160069,0.001007282,0.0006388863,0.0009781637,0.0009735706,0.002132907,0.002951594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256356,"about_ca_system_score_gemma":0.002843405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269285,"about_ca_topic_score_gemma":0.02557434,"domain_scores_codex":[0.9995531,0.0001149445,0.00003517525,0.00009347634,0.0001134163,0.00008978086],"domain_scores_gemma":[0.9981194,0.001050444,0.00008232705,0.0001456221,0.0004606743,0.0001414237],"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":[0.0006509039,0.0002767674,0.008565465,0.0005598592,0.0001755426,0.0006971042,0.0004635874,0.8737592,0.002590027,0.03483221,0.04988072,0.02754866],"study_design_scores_gemma":[0.0001621878,0.00005792786,0.0006201033,0.00003216945,0.00002537837,0.00005433958,0.0001233934,0.9676756,0.001155054,0.008522239,0.02154841,0.00002315145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3489178,0.001641085,0.3376442,0.006893337,0.002567107,0.002252426,0.09080824,0.05504145,0.1542344],"genre_scores_gemma":[0.546279,0.0009435284,0.3804908,0.00115257,0.0001729583,0.003150177,0.03948218,0.004278952,0.02404981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03415814,"threshold_uncertainty_score":0.1142704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04413491941585698,"score_gpt":0.3350193313643241,"score_spread":0.2908844119484671,"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."}}