{"arxiv_id":"2306.11562","incoming":{"papers":0,"sentences":0,"groups":[],"unlabelled_sentences":0},"outgoing":{"papers":7,"sentences":7,"groups":[{"kind":"method_or_tool","label":"Uses the method or tool of","papers":6,"sentences":6,"quotes":[{"arxiv_id":"1009.1003","title":"The RooStats Project","url":"/paper/1009.1003","section":"Cross-section determination","sentence":"In order to measure the observables from the data with corresponding uncertainties, a statistical fitting procedure based on the standard profile-likelihood formalism [ref] is used.","intent_p":1.0,"contests_p":null},{"arxiv_id":"2211.16178","title":"Tools for estimating fake/non-prompt lepton backgrounds with the ATLAS detector at the LHC","url":"/paper/2211.16178","section":"Signal and background modelling","sentence":"This background rate is determined using the data-driven Matrix Method [ref] , since MC-based predictions for the normalization and composition of these backgrounds suffer from large uncertainties.","intent_p":1.0,"contests_p":null},{"arxiv_id":"physics/0306116","title":"The RooFit toolkit for data modeling","url":"/paper/physics/0306116","section":"Cross-section determination","sentence":"In order to measure the observables from the data with corresponding uncertainties, a statistical fitting procedure based on the standard profile-likelihood formalism [ref] is used.","intent_p":1.0,"contests_p":null},{"arxiv_id":"1405.0301","title":"The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations","url":"/paper/1405.0301","section":"Signal and background modelling","sentence":"While the $W+c^match$ is modelled using [ref] because the [ref] decays tables and models provide a better description of the $D$ meson decay rates and kinematics, the $W+c^mismatch$ and $W+jets$ backgrounds are modelled using 2.2.11 [ref] , given its higher accuracy at Matrix-Element (ME) level.","intent_p":0.99,"contests_p":null},{"arxiv_id":"1410.3012","title":"An Introduction to PYTHIA 8.2","url":"/paper/1410.3012","section":"Signal and background modelling","sentence":"While the $W+c^match$ is modelled using [ref] because the [ref] decays tables and models provide a better description of the $D$ meson decay rates and kinematics, the $W+c^mismatch$ and $W+jets$ backgrounds are modelled using 2.2.11 [ref] , given its higher accuracy at Matrix-Element (ME) level.","intent_p":0.99,"contests_p":null}]}],"unlabelled_sentences":1},"claims":[],"thresholds":{"intent_p":0.8,"supports_p":0.95,"contests_p":0.7},"method":"Citing sentences come from each paper's LaTeX source; every \\cite marks the sentence and the works it cites. Pith's classifier typed each sentence. A label is shown at intent probability 0.8 or more (0.95 for support), a contest at 0.7 or more. Measured accuracy against two blind model families is at https://pith.science/accuracy. The quoted sentences are the citing authors' own.","held_up":null,"_links":{"html":"https://pith.science/paper/2306.11562"}}