{"id":"W6958106195","doi":"10.60692/8zdtm-v9s42","title":"Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Substructure; Large Hadron Collider; Jet (fluid); Monte Carlo method; Focus (optics); Quantum chromodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003005523,0.0001935951,0.0003865332,0.0001463061,0.00007538569,0.00001858082,0.0001390429,0.0001216743,0.00001986339],"category_scores_gemma":[0.00003294621,0.0001275781,0.00009025312,0.0002254386,0.00006429283,0.0004111054,0.00008678045,0.00009323226,0.00004786096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008953,"about_ca_system_score_gemma":0.000005353284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006619374,"about_ca_topic_score_gemma":0.000002212077,"domain_scores_codex":[0.9985431,0.00004116643,0.0008159931,0.0001150754,0.0002988524,0.0001858145],"domain_scores_gemma":[0.9987803,0.0000234703,0.0004662578,0.0005224527,0.0001435461,0.00006398997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004729012,0.00001533213,0.7392823,0.01580445,0.00141941,0.00003352916,0.1857821,0.02507797,0.008720314,0.0004690353,0.01371505,0.009207581],"study_design_scores_gemma":[0.00231554,0.0002851514,0.3090656,0.001067074,0.0005991539,0.001374868,0.005900483,0.03727053,0.6220782,0.00006000528,0.01831941,0.001664008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662529,0.00005967401,0.02902516,0.00001047766,0.0001304654,0.000323358,0.00007167011,0.0002996391,0.003826627],"genre_scores_gemma":[0.9989923,0.000001446454,0.000571781,0.00002022213,0.00002707132,0.00002397094,0.00002970982,0.00001545977,0.0003180277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6133579,"threshold_uncertainty_score":0.5202485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009733808614971945,"score_gpt":0.1870176304307068,"score_spread":0.1772838218157349,"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."}}