Project Red Team - Location Decision Engine
Location Decision Memo
US-97 10-mile sweep mile 210 leads this comparison on the evidence in the pack. The ranking has not been shown to hold, so it is a provisional leader and not yet a site recommendation. It leads US-97 10-mile sweep mile 250 by 0.2041 on the 0-to-1 weighted scale this pack ranks on, where 1 is the best any candidate achieved on a component and 0 the worst. Confidence: a wide margin over the runner-up. Conditions: none specific to this candidate; the ones this comparison stands on are under Run Limits.
What These Candidates Are: points sampled along a route line, not parcels
Nobody proposed these 36 candidates. They were sampled along the supplied route polyline, and each one's name is its milepost: the candidate reading "mile 180" is the point 180 miles along that line. It is not an address, a parcel, or a property anyone has visited.
36 points along 347.1 miles of corridor: one every 10 miles from mile 0 to mile 340, and a final point at mile 347.1 where the route line ends (7.1 miles after the one before it).
An interval point is a screening position on a corridor. It is not a parcel selection, not a site anyone has inspected, and not an entitlement finding. Ranking these points says which stretches of the corridor are worth examining. It does not say where to build, and no ranking here survives contact with a title search, a zoning check, or a site visit.
The route line is a simplified polyline. A milepost on it locates a stretch of corridor rather than a point on the roadway, and distances along it are approximate.
Run Limits: what every reading in this pack assumes, stated once instead of on each row
These conditions are not properties of any one candidate. They constrain the run that produced all 36 of them, and the comparison above assumes every one of them holds. They are listed here rather than repeated in each row because a column that says the same thing in every cell stops being read, and what a reader then misses is a caveat rather than a duplicate.
- This interval sweep re-solves the study by candidate using distance-proxy market costs and a stated unemployment rate; measured road routing, live BLS LAUS/OEWS refresh, repeated viability, payroll, robustness, and forecast-register sections are parked for the rerun-cache lift.
- Candidate was re-solved through the study engine; rank stability propagation is still a separate gate.
Ranked Locations
| Rank | Candidate | Status | Score | Conditions |
|---|---|---|---|---|
| 1 | US-97 10-mile sweep mile 210 | Evaluated | 0.6895 | - |
| 2 | US-97 10-mile sweep mile 250 | Evaluated | 0.4854 | - |
| 3 | US-97 10-mile sweep mile 70 | Evaluated | 0.4681 | - |
| 4 | US-97 10-mile sweep mile 0 | Evaluated | 0.4615 | - |
| 5 | US-97 10-mile sweep mile 10 | Evaluated | 0.4317 | - |
| 6 | US-97 10-mile sweep mile 20 | Evaluated | 0.4132 | - |
| 7 | US-97 10-mile sweep mile 220 | Evaluated | 0.4120 | - |
| 8 | US-97 10-mile sweep mile 200 | Evaluated | 0.4103 | - |
| 9 | US-97 10-mile sweep mile 60 | Evaluated | 0.4091 | - |
| 10 | US-97 10-mile sweep mile 30 | Evaluated | 0.4013 | - |
| 11 | US-97 10-mile sweep mile 40 | Evaluated | 0.3930 | - |
| 12 | US-97 10-mile sweep mile 50 | Evaluated | 0.3920 | - |
| 13 | US-97 10-mile sweep mile 80 | Evaluated | 0.3894 | - |
| 14 | US-97 10-mile sweep mile 260 | Evaluated | 0.3778 | - |
| 15 | US-97 10-mile sweep mile 90 | Evaluated | 0.3516 | - |
| 16 | US-97 10-mile sweep mile 230 | Evaluated | 0.3493 | - |
| 17 | US-97 10-mile sweep mile 100 | Evaluated | 0.3270 | - |
| 18 | US-97 10-mile sweep mile 190 | Evaluated | 0.3242 | - |
| 19 | US-97 10-mile sweep mile 240 | Evaluated | 0.3240 | - |
| 20 | US-97 10-mile sweep mile 270 | Evaluated | 0.3042 | - |
| 21 | US-97 10-mile sweep mile 160 | Evaluated | 0.2936 | - |
| 22 | US-97 10-mile sweep mile 180 | Evaluated | 0.2920 | - |
| 23 | US-97 10-mile sweep mile 170 | Evaluated | 0.2775 | - |
| 24 | US-97 10-mile sweep mile 280 | Evaluated | 0.2604 | - |
| 25 | US-97 10-mile sweep mile 150 | Evaluated | 0.2485 | - |
| 26 | US-97 10-mile sweep mile 290 | Evaluated | 0.2387 | - |
| 27 | US-97 10-mile sweep mile 140 | Evaluated | 0.2230 | - |
| 28 | US-97 10-mile sweep mile 300 | Evaluated | 0.2142 | - |
| 29 | US-97 10-mile sweep mile 110 | Evaluated | 0.2101 | - |
| 30 | US-97 10-mile sweep mile 130 | Evaluated | 0.2085 | - |
| 31 | US-97 10-mile sweep mile 120 | Evaluated | 0.2049 | - |
| 32 | US-97 10-mile sweep mile 310 | Evaluated | 0.1984 | - |
| 33 | US-97 10-mile sweep mile 320 | Evaluated | 0.1856 | - |
| 34 | US-97 10-mile sweep mile 330 | Evaluated | 0.1767 | - |
| 35 | US-97 10-mile sweep mile 340 | Evaluated | 0.1715 | - |
| 36 | US-97 10-mile sweep mile 347 | Evaluated | 0.1680 | - |
Why This Candidate Leads On Current Evidence
On the components these two share, Total market capture puts US-97 10-mile sweep mile 210 0.1468 ahead of US-97 10-mile sweep mile 250 and Net new capture a further 0.0995; Annual output puts it 0.0385 behind and Self-cannibalization share a further 0.0037. The Consequence column below reads each component on its own rather than against the runner-up, so a component it describes as increasing rank can still be one this candidate trails on.
| Component | Value | Unit | Score (0-1, higher is better) | Weight (out of 1.3) | Tier | Source | Consequence |
|---|---|---|---|---|---|---|---|
| Annual output | 392,024 | dollars | 0.004 | 0.3 | estimated | per-candidate study re-solve | increases rank when the candidate re-solve produces more annual output |
| Annual employment | 2.863 | jobs | 0.004 | 0 | estimated | per-candidate study re-solve | reported for context; not used in rank because it moves with Annual output across the candidate set |
| Study release quality | 1 | score | 0.5 | 0.2 | estimated | per-candidate study re-solve | reduces rank when the candidate re-solve is not publishable |
| Total market capture | 173,483 | weighted patrons | 1 | 0.35 | derived | shared market solver | increases rank when the site captures more demand |
| Net new capture | 40,907 | weighted patrons | 1 | 0.35 | derived | shared market solver | increases rank when captured demand is less displaced |
| Net displacement share | 0.764 | share | 0.004 | 0 | derived | shared market solver | reported for context; not used in rank because it moves with Annual output across the candidate set |
| Self-cannibalization share | 0.055 | share | 0.952 | 0.1 | derived | shared market solver | penalizes locations that relocate existing operator revenue |
Score rates this component for this candidate on a 0-to-1 scale where 1 is the best any candidate achieved and 0 the worst; it is a ranking aid calibrated against the other candidates in this comparison and against nothing outside it. Weight is relative rather than a share: the weights that carry a score total 1.3, and the candidate's score divides by that total.
What Could Change The Answer: 0.2041 of weighted score separates the top two
- US-97 10-mile sweep mile 250 would need to close 0.2041 on the 0-to-1 weighted scale this pack ranks on to overtake US-97 10-mile sweep mile 210.
No resampling stands behind these conditions. They are read off the size of the margin and the components that make it, so nothing here has tested how far the evidence under this order can move, and no variable in this pack has been varied at all.
Which Components Could Flip This Order
These are the components the order between US-97 10-mile sweep mile 210 and US-97 10-mile sweep mile 250 is exposed to, least movement first. Movement is stated on the 0-to-1 component scale the tables above score on, and the margin each one has to cover is 0.2041 of weighted score.
- Net new capture. It carries 0.27 of US-97 10-mile sweep mile 250's weighted total, so 0.7581 of movement on this one component covers the whole 0.2041 margin: US-97 10-mile sweep mile 250 gaining that much, or US-97 10-mile sweep mile 210 losing it. US-97 10-mile sweep mile 250 sits at 0.6305 and the component tops out at 1, so it cannot gain that much; US-97 10-mile sweep mile 210 falling from 1.0000 does it. It rests on derived evidence, the shared market solver.
- Total market capture. It carries 0.27 of US-97 10-mile sweep mile 250's weighted total, so 0.7581 of movement on this one component covers the whole 0.2041 margin: US-97 10-mile sweep mile 250 gaining that much, or US-97 10-mile sweep mile 210 losing it. US-97 10-mile sweep mile 250 sits at 0.4546 and the component tops out at 1, so it cannot gain that much; US-97 10-mile sweep mile 210 falling from 1.0000 does it. It rests on derived evidence, the shared market solver.
- Annual output. It carries 0.23 of US-97 10-mile sweep mile 250's weighted total, so 0.8844 of movement on this one component covers the whole 0.2041 margin: US-97 10-mile sweep mile 250 gaining that much, or US-97 10-mile sweep mile 210 losing it. Neither can move that far on this component alone from 0.1707 and 0.0039, so it changes the order only in combination with another. It rests on estimated evidence, the per-candidate study re-solve.
- Study release quality. It carries 0.15 of US-97 10-mile sweep mile 250's weighted total, so 1.3266 of movement on this one component covers the whole 0.2041 margin: US-97 10-mile sweep mile 250 gaining that much, or US-97 10-mile sweep mile 210 losing it. Neither can move that far on this component alone from 0.5000 and 0.5000, so it changes the order only in combination with another. It rests on estimated evidence, the per-candidate study re-solve.
- Self-cannibalization share. It carries 0.08 of US-97 10-mile sweep mile 250's weighted total, so 2.6533 of movement on this one component covers the whole 0.2041 margin: US-97 10-mile sweep mile 250 gaining that much, or US-97 10-mile sweep mile 210 losing it. Neither can move that far on this component alone from 1.0000 and 0.9523, so it changes the order only in combination with another. It rests on derived evidence, the shared market solver.
The evidence tier under each of these is what the next dollar buys. They rest on derived and estimated evidence, and the Source column above says whose. Moving the components at the top of this list onto measured evidence is the work the ranking is waiting on, and it is stated as a step under What Due Diligence Comes Next.
Not Established
- Generated interval candidates are route-screening points and do not replace parcel selection, access engineering, or entitlement review.
- A provisional leader is not a site recommendation unless rank stability is measured and established.
- Correlated candidate propagation has not been run; ranking is a deterministic comparison of the supplied or solved components.
- The ranking of these candidates is not established. It was not resampled, and the order it reports is one deterministic run. Which Components Could Flip This Order names the components it turns on and how far each would have to move.
- No win probability is established. Nothing in this run estimates how often each candidate would come first if the inputs were resampled.
What This Pack Can Still Be Used For: every candidate reading, and not the Score column
Use this comparison to narrow the field, not to make the final selection. That is a job it can do, and it is the job it was run for: the candidate evidence cleared the release gate, so this pack may be circulated, a board may carry the top of this order forward as the live shortlist, and diligence money may be committed against it. Which Components Could Flip This Order names where that money goes first and how far each component would have to move. What this pack may not do is name the site that gets built. The order among the candidates at the top has not been tested against the evidence bounds at all, so nothing here says whether it would come out the same way twice.
Each candidate's component values, units, evidence tiers and sources are readings of that site, and they hold whatever the order turns out to be; so do the conditions and blockers recorded against a candidate. The Score column does not travel with them: it is calibrated against the other candidates in this comparison, so it moves when the ranking moves, and it is waiting on the same evidence the recommendation is.
What Would Make This A Recommendation: the order has not been shown to hold
These are the gates this pack has not cleared, read from what the run recorded rather than from the prose around it.
- Rank stability is not established. This comparison was not resampled, and the order it reports is one deterministic run.
- 2 conditions on this comparison apply to every candidate rather than to US-97 10-mile sweep mile 210, and are stated under Run Limits. The comparison assumes them all.
What would open them: each of these is a different purchase
- Reduce the uncertainty on Net new capture and Total market capture. Nothing else in this comparison takes less movement to change the order: 0.7581 on Net new capture alone covers the whole 0.2041 margin, on the 0-to-1 component scale the tables above score on.
What Due Diligence Comes Next: the ranking first, then what each interval point was told to confirm
These are the steps this pack records, and it records no others: what the engine was told about each interval point, and the work the ranking itself is waiting on. The pack does not scope a diligence program and nothing here is a substitute for one. US-97 10-mile sweep mile 250's conditions are here beside US-97 10-mile sweep mile 210's because the ranking is not established and 0.2041 on the same 0-to-1 scale separates them, so neither site has been ruled out.
- Establish rank stability. This comparison was not resampled, and the order it reports is one deterministic run, and that run is what stands between a provisional leader and a site recommendation.
What Evidence To Buy Next: 2 purchases, each answering something this pack recorded
What is safe to decide now. Use this comparison to narrow the field, not to make the final selection. That is a job it can do, and it is the job it was run for: the candidate evidence cleared the release gate, so this pack may be circulated, a board may carry the top of this order forward as the live shortlist, and diligence money may be committed against it. Which Components Could Flip This Order names where that money goes first and how far each component would have to move. What this pack may not do is name the site that gets built. The order among the candidates at the top has not been tested against the evidence bounds at all, so nothing here says whether it would come out the same way twice.
What is not safe to decide now. Which interval point to build on. That question stays open until the gates under What Would Make This A Recommendation clear, and no purchase below closes it on its own.
- Traffic or travel-time study: buy measured drive times on the corridor, in place of the straight-line distance proxy the run substituted. It bears on the market-access and capture readings, which the proxy currently sets. It can move a component reading, and through it the order. Asked for by a run limit, which reads: “This interval sweep re-solves the study by candidate using distance-proxy market costs and a stated unemployment rate; measured road routing, live BLS LAUS/OEWS refresh, repeated…”
- Wage and labour refresh: buy a live BLS LAUS and OEWS pull, in place of the stated rate the run was given. It bears on the employment and payroll readings, which a stated rate currently fixes. It can move a component reading, and through it the order. Asked for by a run limit, which reads: “This interval sweep re-solves the study by candidate using distance-proxy market costs and a stated unemployment rate; measured road routing, live BLS LAUS/OEWS refresh, repeated…”
What would release the recommendation. Not any single item above. Between them these 2 purchases can move a component reading, and through it the order - and the recommendation gate does not read any of those directly. It reads whether a resampling of the component evidence returns the same order often enough. Better inputs give that test a better chance of settling; they cannot settle it, and a pack that implied otherwise would be selling a gate rather than the work.
What cannot be promised. None of these purchases is offered as a way to reach a particular answer. Each one narrows a stated uncertainty; what it does to the order is not knowable before it is done, and it may confirm the current ranking, reverse it, or leave the margin too close to call. Buying all 2 would still not make a site recommendation safe unless the rank-stability gate clears on the evidence they produce.
This memo compares the candidate evidence carried by the Location Decision Engine. A full siting opinion requires each candidate to remain tied to its source data, model run, gates, and reviewer trace.