{"id":"W4392666041","doi":"10.5506/aphyspolbsupp.17.2-a10","title":"Tuning Herwig 7 with Lund String Model","year":2024,"lang":"en","type":"article","venue":"Acta Physica Polonica B Proceedings Supplement","topic":"Mathematics and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Academic Computer Centre Cyfronet, AGH University of Science and Technology; Infrastruktura PL-Grid","keywords":"String (physics); Physics; Computer science; Theoretical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002202807,0.0008235258,0.001028626,0.0009421495,0.0005535898,0.001360249,0.00191722,0.0009788279,0.004665076],"category_scores_gemma":[0.004271302,0.0004665554,0.0009195852,0.001095399,0.0004351359,0.001019462,0.0009380016,0.0008775335,0.0009746487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419658,"about_ca_system_score_gemma":0.0009576078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814342,"about_ca_topic_score_gemma":0.00213949,"domain_scores_codex":[0.9981214,0.0008841662,0.00005114237,0.0002361459,0.0004229176,0.0002841688],"domain_scores_gemma":[0.9981412,0.0008493253,0.0002012113,0.000507143,0.0001909096,0.0001102791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003712087,0.000607223,0.01810558,0.0009350849,0.000524293,0.001421581,0.0004028122,0.7983118,0.02916739,0.1034956,0.01159239,0.0317241],"study_design_scores_gemma":[0.0005392401,0.0004563956,0.004539801,0.00005749764,0.0001736661,0.000239468,0.00006178505,0.9386605,0.02728945,0.02282423,0.005038242,0.0001197859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8762816,0.0009286929,0.05826984,0.0003881802,0.0001330825,0.0001772343,0.003892468,0.009160233,0.05076867],"genre_scores_gemma":[0.9836048,0.0001205458,0.01161913,0.0001216917,0.00002152088,0.0001139063,0.001263857,0.0007807784,0.002353711],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004665076,"threshold_uncertainty_score":0.01560622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583124359074749,"score_gpt":0.3228152927388814,"score_spread":0.276984049148134,"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."}}