{"id":"W2084728610","doi":"10.48550/arxiv.0907.3039","title":"Heavy flavours: working group summary","year":2009,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"HERA; Heavy ion; Group (periodic table); Particle physics; Physics; Nuclear physics; Proton; Ion; Quantum chromodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001057202,0.0003555268,0.0004215721,0.00002566259,0.0002000002,0.00006804526,0.0003208039,0.00007785451,0.0001442707],"category_scores_gemma":[0.000002838132,0.0003263458,0.0002730129,0.00009269287,0.0001546399,0.00006144338,0.0007733472,0.000526068,0.0003421852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004681166,"about_ca_system_score_gemma":0.00001944976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619026,"about_ca_topic_score_gemma":9.478281e-7,"domain_scores_codex":[0.9985021,0.00006000192,0.0002853041,0.000500968,0.000174463,0.0004771575],"domain_scores_gemma":[0.9992602,0.00004969282,0.0001173874,0.0004094909,0.00002513256,0.0001381342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000681281,0.0006455814,0.8784055,0.00002413554,0.0003639228,0.000007049297,0.0005123147,0.00005694269,0.004968943,0.09128141,0.001803987,0.02186206],"study_design_scores_gemma":[0.001224867,0.0002139191,0.1132087,0.001043351,0.0002836808,6.896198e-7,0.001037101,0.0003404853,0.1988346,0.6714648,0.01016738,0.002180476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529465,0.0009316538,0.0007457143,0.0004886185,0.0004194409,0.0001951611,0.00001594112,0.0000898103,0.04416714],"genre_scores_gemma":[0.9978388,0.00002685773,0.0002195059,0.0001383565,0.001420118,0.00006829124,0.00008818977,0.00003060607,0.0001692869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7651969,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355835731879733,"score_gpt":0.2789309979508742,"score_spread":0.2433474247629009,"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."}}