{"id":"W2177656232","doi":"10.48550/arxiv.1511.07708","title":"Recent developments in the theory of electromagnetic probes in relativistic heavy-ion collisions","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Nuclear physics; Large Hadron Collider; Photon; Quark–gluon plasma; Particle physics; Lepton; Heavy ion; Beam energy; Multiplicity (mathematics); Elliptic flow; Phenomenology (philosophy); Quark; Plasma; Energy flow; Collision; Baryon; Ion; Beam (structure); Energy (signal processing)","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":[0.0009602978,0.0001957573,0.0002850203,0.0003245074,0.00007336363,0.00002828937,0.0006743551,0.0001072763,0.00008925577],"category_scores_gemma":[0.00008576655,0.0001703342,0.00006499649,0.001191954,0.0001269063,0.00007954011,0.000508306,0.00067026,0.00003178595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583329,"about_ca_system_score_gemma":0.0007159338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001734841,"about_ca_topic_score_gemma":0.0000754297,"domain_scores_codex":[0.9979696,0.0007770744,0.0002869023,0.0004606268,0.00015481,0.0003510237],"domain_scores_gemma":[0.9987269,0.0003315953,0.0001346687,0.0005437987,0.0001777292,0.0000853335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003457008,0.0009916392,0.06306599,0.00003869966,0.00008094569,0.00008525948,0.003654289,0.3508569,0.00005946262,0.5795062,0.0001830643,0.00113188],"study_design_scores_gemma":[0.005981308,0.0006843554,0.1072389,0.001279256,0.0002161797,0.00000269141,0.01525567,0.3369721,0.001674613,0.526357,0.002702701,0.001635286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874391,0.00005743041,0.001473085,0.0000477791,0.00006235453,0.000571443,0.00001361173,0.00001019662,0.01032503],"genre_scores_gemma":[0.9980244,0.00006631512,0.0001050152,0.000002693327,0.00001966106,0.00001683817,0.0000354365,0.00001446969,0.001715147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0531492,"threshold_uncertainty_score":0.6946027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07992011150691987,"score_gpt":0.233769745018149,"score_spread":0.1538496335112291,"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."}}