{"id":"W4406847772","doi":"10.1051/epjconf/202531604018","title":"Simulating Charm Quarks in IP-Glasma Initial Stage and Quark-Gluon Plasma: A Hybrid Approach for charm quark phenomenology","year":2025,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"RIKEN; Nuclear Physics; Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Physics; Particle physics; Charm (quantum number); Charm quark; Phenomenology (philosophy); Quark–gluon plasma; Gluon; Quark; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004729277,0.0002127774,0.0004759259,0.000321975,0.0001473572,0.0000809639,0.0002972499,0.00006770786,0.0002332732],"category_scores_gemma":[0.00006993414,0.000199741,0.00007260406,0.0003064048,0.0002292758,0.0001429636,0.0001368233,0.0002515431,0.000003500822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002529503,"about_ca_system_score_gemma":0.0007693222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006363464,"about_ca_topic_score_gemma":0.00005123755,"domain_scores_codex":[0.9982224,0.0001600007,0.0005092875,0.0004357187,0.0001991101,0.0004734952],"domain_scores_gemma":[0.9987167,0.0006561832,0.0001490456,0.0002396076,0.000151219,0.00008728073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006828083,0.0008727942,0.1331384,0.0002954027,0.0002988904,0.000004980466,0.001744202,0.06490519,0.002087693,0.7733673,0.0001375517,0.02246479],"study_design_scores_gemma":[0.002668391,0.0002542677,0.001262353,0.00007058373,0.00001925957,2.678047e-7,0.003795763,0.9836586,0.004241727,0.0006830345,0.003122108,0.0002236066],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612225,0.00006525026,0.006325859,0.0001595475,0.00009795514,0.0005283084,0.0001063332,0.00002065438,0.0314736],"genre_scores_gemma":[0.9980521,0.000008154296,0.0009663395,0.000003091281,0.00009953977,0.0002210339,0.00006040525,0.00001321651,0.0005761665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9187534,"threshold_uncertainty_score":0.8145203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03390841978374665,"score_gpt":0.3331338910277251,"score_spread":0.2992254712439784,"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."}}