FROZEN PREDICTION

Liberty vs Kennesaw State

My CFB Baseline · 2026 Week 8 · revision 3 · Independent

Open this immutable run

Liberty by 5.1

Why this pick?

Game controlModerately leans away
Avoiding bad lossesModerately leans away
Close-game gritSmall effect
Defensive toughnessSmall effect
Scoring punchModerately leans away
Transfer portal impactSmall effect
Previous-season performanceSmall effect
Recruiting strengthSmall effect
Returning productionSmall effect
Team talentSmall effect
Big-game winsSmall effect
Recent formModerately leans away
Wins away from homeSmall effect
Tough schedulesModerately leans home
Statement winsModerately leans away
WinningStrongly leans away
Show the technical details

Frozen 2026-10-15T22:35:43.819415-05:00 · Snapshot 502 · Home win probability 0.3480 · 80% margin interval -21.7 to 11.6.

Provisional calibration: real-season accuracy is not established.

Model configuration used
Configuration
Revision 3
Engine version
3.8.0-kickoff-chronology
Evidence cutoff
Oct 15, 2026 · 10:34 PM CDT

Factors unavailable across the whole snapshot are excluded. Their weight is redistributed among available factors, so the effective model can differ from the configured sliders. Missing evidence for just one team remains neutral. The tables show saved weights; omitted factors are not reconstructed from current model settings.

Factor keyNormalized share
adj_margin0.108108
avoid_bad_losses0.040541
close_game_wins0.027027
defense_ppg0.067568
offense_ppg0.067568
preseason_portal0.040541
preseason_previous_performance0.054054
preseason_recruiting0.067568
preseason_returning0.054054
preseason_talent0.067568
quality_wins0.081081
recent_form0.054054
road_neutral_wins0.040541
sos0.081081
statement_wins0.040541
win_pct0.108108
Retained calibration/contextFrozen value
versionprovisional-all-slates-policy-v1
calibration_kinddocumented_policy
validation_statusnot_historically_validated
applied_home_field_points2.5
applied_fcs_baseline_z-1.5
residual_scale13.0
residual_scale_sourcedocumented_policy_not_validated
intercept0.0
difference_coefficient7.0
home_field_coefficient2.5

These values came from this immutable run, not the model’s current settings.

FactorHome evidenceAway evidenceNormalized shareHome effective shareAway effective shareWeighted difference
Game controlMeasuredMeasured0.1081080.140234574196838350.14023457419683835-0.16565037676334315
Avoiding bad lossesMeasuredMeasured0.0405410.052587965323814380.05258796532381438-0.10885641624208994
Close-game gritMeasuredMeasured0.0270270.035058643549209590.03505864354920959-0.045404573946633504
Defensive toughnessMeasuredMeasured0.0675680.087646608873023970.08764660887302397-0.03821123109722216
Scoring punchMeasuredMeasured0.0675680.087646608873023970.08764660887302397-0.07905093035930806
Transfer portal impactMeasuredMeasured0.0405410.0101351351351351360.0101351351351351360.008290338986094178
Previous-season performanceMeasuredMeasured0.0540540.0135135135135135140.0135135135135135140.004608332763794718
Recruiting strengthMeasuredMeasured0.0675680.0168918918918918930.016891891891891893-0.01918727020200478
Returning productionMeasuredMeasured0.0540540.0135135135135135140.013513513513513514-0.016718656437944998
Team talentMeasuredMeasured0.0675680.0168918918918918930.016891891891891893-0.017755434482289424
Big-game winsMeasuredMeasured0.0810810.105175930647628760.10517593064762876-0.049682489665885954
Recent formMeasuredMeasured0.0540540.070117287098419180.07011728709841918-0.1282144164105006
Wins away from homeMeasuredMeasured0.0405410.052587965323814380.05258796532381438-0.03938772468718018
Tough schedulesMeasuredMeasured0.0810810.105175930647628760.105175930647628760.13524148726782548
Statement winsMeasuredMeasured0.0405410.052587965323814380.05258796532381438-0.11896495822152484
WinningMeasuredMeasured0.1081080.140234574196838350.14023457419683835-0.40363727138157574

Missing team data was represented neutrally in the calculation; it was not a measured neutral result. Measured equal or offsetting inputs can also have zero effect.

This is the exact saved prediction. Current model settings and current prediction selection are not used here.