{"id":"W2026872330","doi":"10.1088/0954-3899/35/5/054001","title":"Heavy-ion collisions at the LHC—Last call for predictions","year":2008,"lang":"en","type":"article","venue":"Journal of Physics G Nuclear and Particle Physics","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Large Hadron Collider; Heavy ion; Nuclear physics; Physics; Ion; Particle physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002372276,0.0001620243,0.0002650853,0.00001962637,0.001125823,0.00007942432,0.0002192609,0.00003324705,0.0000582949],"category_scores_gemma":[0.00002630077,0.0001159204,0.0002537762,0.0003354217,0.0002366945,0.0003823483,0.00013384,0.0002716062,0.0000472819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005224516,"about_ca_system_score_gemma":0.0001066211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002977607,"about_ca_topic_score_gemma":0.000003271902,"domain_scores_codex":[0.9986011,0.0000929251,0.0003808856,0.0001752775,0.0003859897,0.0003638385],"domain_scores_gemma":[0.9985329,0.0003415236,0.0002186308,0.000284177,0.0003795535,0.0002432365],"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":[0.001615833,0.004069934,0.06846092,0.00006639983,0.001270158,0.00002625375,0.01112151,0.2450967,0.08797285,0.4618858,0.09946214,0.01895156],"study_design_scores_gemma":[0.009534935,0.002644519,0.02466302,0.0001916804,0.0006606001,0.0001072642,0.002356326,0.6697611,0.1268536,0.01647176,0.1455504,0.001204852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876757,0.00005262134,0.01049502,0.0007806323,0.0001982835,0.0002221777,0.00007097385,0.00001487284,0.0004897129],"genre_scores_gemma":[0.9975039,0.00003695511,0.0004162286,0.00003382746,0.001348131,0.00001539507,0.000005437592,0.00003734118,0.0006027875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.445414,"threshold_uncertainty_score":0.8659032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267542750103211,"score_gpt":0.2875332038091934,"score_spread":0.2548577763081613,"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."}}