New Model for New Kalman Filter Track Quality

[amastron23]

This PR adds:

• a Track Quality Model for the New Kalman Filter Algorithm, Trained against a CMSSW_15 Release Validation TTBar Sample.

[cmsbuild]

Pull request #9 was updated.

[cmsbuild]

cms-bot internal usage

[cmsbuild]

Pull request #9 was updated.

[cmsbuild]

Pull request #9 was updated.

[quinnanm]

please test

[cmsbuild]

A new Pull Request was created by @amastron23 for branch master.

@BenjaminRS, @akritkbehera, @iarspider, @quinnanm, @raoatifshad, @smuzaffar can you please review it and eventually sign? Thanks.
@ftenchini, @mandrenguyen, @sextonkennedy you are the release manager for this.
cms-bot commands are listed here

[cmsbuild]

+1

Summary: https://cmssdt.cern.ch/SDT/jenkins-artifacts/pull-request-integration/PR-2f6ff5/54959/summary.html
COMMIT: 31c0b45
CMSSW: CMSSW_20_1_X_2026-07-27-2300/el9_amd64_gcc13
User test area: For local testing, you can use /cvmfs/cms-ci.cern.ch/week0/cms-data/L1Trigger-TrackFindingTracklet/9/54959/install.sh to create a dev area with all the needed externals and cmssw changes.

Comparison Summary

Summary:

• You potentially added 10 lines to the logs
• Reco comparison results: 0 differences found in the comparisons
• DQMHistoTests: Total files compared: 45
• DQMHistoTests: Total histograms compared: 3588680
• DQMHistoTests: Total failures: 2
• DQMHistoTests: Total nulls: 0
• DQMHistoTests: Total successes: 3588660
• DQMHistoTests: Total skipped: 18
• DQMHistoTests: Total Missing objects: 0
• DQMHistoSizes: Histogram memory added: 0.0 KiB( 44 files compared)
• Checked 195 log files, 163 edm output root files, 45 DQM output files
• TriggerResults: no differences found