{"id":"W825102994","doi":"","title":"Multiparton Interaction Models and Parton Shower Studies","year":2011,"lang":"en","type":"dissertation","venue":"Lund University Publications (Lund University)","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Parton shower; Physics; Parton; Particle physics; Large Hadron Collider; Event generator; Hadron; Tevatron; Quantum chromodynamics; Parametric statistics; Nuclear 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001192443,0.0003316156,0.0003633618,0.001295005,0.001085373,0.0001215283,0.0005434527,0.0002081262,0.0004211104],"category_scores_gemma":[0.00001895166,0.0004052492,0.0001667615,0.00122652,0.0001767492,0.001779961,0.00024822,0.0005002972,0.00006356044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049145,"about_ca_system_score_gemma":0.0002844139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010224,"about_ca_topic_score_gemma":0.001193041,"domain_scores_codex":[0.99827,0.0001736652,0.0001939657,0.000691846,0.0002617515,0.0004087389],"domain_scores_gemma":[0.9979401,0.0001593457,0.000241588,0.0005729608,0.0007998709,0.0002861182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523891,0.0002649134,0.0005752175,0.00003247014,0.0005153,0.000008867391,0.002029563,0.0006332989,0.00006472763,0.992656,0.002074159,0.0009931114],"study_design_scores_gemma":[0.0007736486,0.00005021193,0.0005044978,0.00007347302,0.0003147144,8.541511e-7,0.03033893,0.006615472,0.0001209634,0.0006124805,0.9601423,0.0004525195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1672514,0.00007534526,0.001177383,0.0001562183,0.0002532582,0.0003913243,0.00011593,0.0001216352,0.8304576],"genre_scores_gemma":[0.09700852,0.0002665532,0.000400977,0.00000317992,0.00007634097,0.000002581941,0.0009494351,0.00003205967,0.9012604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9920435,"threshold_uncertainty_score":0.99984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685828218819061,"score_gpt":0.3002210131736072,"score_spread":0.2333627309854166,"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."}}