{"id":"W7005665194","doi":"","title":"Reweighting Method for Lund String Breaks in PYTHIA","year":2024,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"String (physics); Multinomial distribution; Meson; Event (particle physics); Pseudoscalar; Set (abstract data type); Distribution (mathematics); Generator (circuit theory)","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":[0.003369603,0.0008181179,0.0009861995,0.001398875,0.0006505555,0.001433756,0.002749044,0.001326706,0.01300071],"category_scores_gemma":[0.01532004,0.0007596058,0.001148509,0.001343219,0.0004901906,0.00181508,0.001922275,0.002617783,0.004659588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005667236,"about_ca_system_score_gemma":0.001351778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445732,"about_ca_topic_score_gemma":0.001288505,"domain_scores_codex":[0.9982614,0.000641432,0.0001470962,0.0001892317,0.0006043718,0.0001564586],"domain_scores_gemma":[0.9970191,0.001549473,0.0002780758,0.0006195707,0.0004393678,0.00009445897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00241677,0.0006668201,0.01126238,0.0009294833,0.0006847053,0.00164057,0.0008405434,0.3517483,0.02707558,0.1044562,0.04809366,0.450185],"study_design_scores_gemma":[0.0001999769,0.0001349322,0.0008082296,0.00004540282,0.00005052613,0.0002126591,0.00004380252,0.92702,0.01424412,0.03592379,0.02125401,0.00006243096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02088347,0.0001698482,0.9490991,0.0001310612,0.0001453613,0.0002925461,0.001066403,0.02576661,0.002445671],"genre_scores_gemma":[0.124562,0.0001506651,0.8591256,0.000175017,0.00004604325,0.001512617,0.002260952,0.007584139,0.004582922],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01300071,"threshold_uncertainty_score":0.04349178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0070317476542944,"score_gpt":0.2683475031451081,"score_spread":0.2613157554908137,"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."}}