{"id":"W7162034678","doi":"10.82308/17719","title":"Comparative studies of jet quenching in relativistic heavy ion collisions","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jet quenching; Parton shower; Jet (fluid); Collider; Large Hadron Collider; Plasma; Energy (signal processing); Parton","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912542,0.0002136709,0.0006350663,0.0003619637,0.0001411949,0.00002599247,0.000174149,0.00007450065,0.0001809622],"category_scores_gemma":[0.0001034587,0.0001754079,0.0001022531,0.0009283365,0.00005862561,0.00008859764,0.00005977352,0.0003929437,0.0001367791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007956072,"about_ca_system_score_gemma":0.0002224799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009936505,"about_ca_topic_score_gemma":0.001256312,"domain_scores_codex":[0.9983761,0.0001806269,0.0005239933,0.0003081379,0.0003465343,0.0002646312],"domain_scores_gemma":[0.9983143,0.000936434,0.0001644796,0.0002501466,0.0002737092,0.00006099665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005144893,0.001299313,0.03145378,0.0004992432,0.001757498,0.00003557691,0.1470531,0.09800436,0.002818976,0.7041556,0.0114574,0.000950604],"study_design_scores_gemma":[0.00272824,0.0005613496,0.0819034,0.004525865,0.0002459037,3.910043e-7,0.7360302,0.09429029,0.0528715,0.02458177,0.000627137,0.00163403],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753587,0.0001052616,0.00007532198,0.00002586113,0.0002605125,0.000335849,0.00003229032,0.00002604227,0.02378011],"genre_scores_gemma":[0.9567049,0.00001528345,0.0001853826,4.724063e-7,0.00005221305,0.000355187,0.0003869967,0.00002426861,0.04227526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6795739,"threshold_uncertainty_score":0.7152926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08570312323753956,"score_gpt":0.420473614886404,"score_spread":0.3347704916488644,"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."}}