{"id":"W6976519808","doi":"10.60692/182tz-6ya70","title":"The DESI one-per cent survey: exploring the halo occupation distribution of luminous red galaxies and quasi-stellar objects with AbacusSummit","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"","keywords":"Halo; Redshift; Satellite galaxy; Galaxy; Cosmology; Dark energy; Dark matter halo; Planck; Galaxy formation and evolution","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":[0.0005246446,0.0002295325,0.0002829196,0.001560998,0.0002546704,0.0004606512,0.0004798488,0.0001542195,0.003388883],"category_scores_gemma":[0.000979759,0.0002346413,0.0003478369,0.00125459,0.000158356,0.0002302622,0.0006369098,0.0002073601,0.0008460907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336251,"about_ca_system_score_gemma":0.0002156899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0163116,"about_ca_topic_score_gemma":0.02781147,"domain_scores_codex":[0.9998218,0.00004768306,0.000004675283,0.00004810152,0.00004551443,0.00003220836],"domain_scores_gemma":[0.9993191,0.0002242882,0.0001615256,0.0001234806,0.00007816547,0.00009342576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000506497,0.0000882595,0.9250841,0.0001590625,0.0002947235,0.0001234992,0.0006109439,0.007678736,0.008397328,0.002217678,0.01484046,0.03999877],"study_design_scores_gemma":[0.0000345867,0.00004749875,0.9666958,0.00002475461,0.0000553652,0.00008579114,0.0002488341,0.01886182,0.002442661,0.0007255041,0.01075545,0.00002197649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823172,0.0001198494,0.002347514,0.00005544605,0.000003940706,0.00001369314,0.01176155,0.0008154014,0.002565288],"genre_scores_gemma":[0.9710428,0.0001122791,0.007826555,0.00007594693,0.00001133906,0.00004849764,0.01975193,0.0002721186,0.0008585605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163116,"threshold_uncertainty_score":0.03243327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07900090210924554,"score_gpt":0.259154571050328,"score_spread":0.1801536689410824,"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."}}