{"id":"W4377822064","doi":"10.1007/978-3-031-30466-8_4","title":"Event Reconstruction","year":2023,"lang":"en","type":"book-chapter","venue":"Springer theses","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Event reconstruction; Physics; USable; Event (particle physics); Atlas (anatomy); Muon; Physics beyond the Standard Model; Photon; Particle physics; Vertex (graph theory); Computer science; Detector; Theoretical computer science; Astrophysics; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001350004,0.001202369,0.0008156318,0.001656848,0.0009043313,0.003833645,0.001699213,0.000978474,0.1475827],"category_scores_gemma":[0.00391,0.0007157114,0.001073782,0.001579094,0.0007083626,0.003630409,0.002180878,0.002171818,0.06684944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007611154,"about_ca_system_score_gemma":0.0009669335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264149,"about_ca_topic_score_gemma":0.001154739,"domain_scores_codex":[0.9990813,0.0001355451,0.00004002322,0.0002844386,0.0003539457,0.0001047908],"domain_scores_gemma":[0.9988843,0.0002359701,0.00005065256,0.0005174782,0.0002288299,0.00008280676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006078467,0.0001076063,0.001310839,0.0002484576,0.00007521952,0.0002575383,0.0001714129,0.006803099,0.005007534,0.3549187,0.1910847,0.439407],"study_design_scores_gemma":[0.00006827912,0.00007352345,0.001743639,0.0001716201,0.0000721765,0.0007415288,0.0001994861,0.05344703,0.01506952,0.2909445,0.6373906,0.00007808532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007362988,0.001735644,0.5441896,0.001714815,0.002167502,0.000225989,0.008916748,0.0164121,0.4172746],"genre_scores_gemma":[0.1626267,0.002918295,0.2817683,0.001374231,0.001205075,0.000245456,0.03978357,0.01039658,0.4996818],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8524172,"threshold_uncertainty_score":0.4937134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645091756341058,"score_gpt":0.2573931376040545,"score_spread":0.2309422200406439,"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."}}