know.

CookbookResearch and civic lifeNo. 51

A forecasting studyone prediction-market question, researched like a thesis

Recipe No. 51 · Research and civic life

For: Someone practising forecasting on one hard question

You get: A study of one question: base rates, evidence weighed, a forecast log

Time: An evening, then twenty minutes a week

See it in know.sh

The study’s front page: the question and how it resolves, then the market’s implied chance against your own forecast, week by week. The city and measure are invented.

ForecastingNo. 14

Will Measure R pass?Port Calder’s transit tax, 3 November 2026

9 sections, 3,410 words, about 15 minutes, revised Sunday 27 September.

The question. Will Measure R, a half-cent sales tax for thirty years to fund bus rapid transit and the Line 2 extension, pass on 3 November 2026? It resolves Yes if the county’s certified count shows more than half the votes cast on it as Yes. Election night does not settle it; certification does.

I sit seven points under the market. The gap is the base rate: in midterm Novembers, only two of the county’s five transit taxes have passed.

Sections

  1. 1The question and how it resolvesQuestion
  2. 2Base rates: the county and the regionEvidence, keySix of nine county transit taxes since 2000 passed; two of five in midterm years.
  3. 3For: the Harbour Institute pollEvidence
  4. 4For: the Chamber of Commerce endorsementEvidence
  5. 5For: bus ridership is backEvidence
  6. 6Against: the taxpayers’ campaignEvidence
  7. 7Against: Measure K, 2018EvidenceThe last attempt failed with 48.6 per cent.
  8. 8The evidence, weighedInsight, key
  9. 9Forecast logDecision

Seven pieces of evidence in one table, each naming the section that holds its source, with a margin note catching a double count.

ForecastingWill Measure R pass?

8of 9

The evidence, weighed

Insight, key section, 1 note, 7 sources, 480 words

Each piece of evidence has its own section with its source. Here they are side by side, weighted by how much each should move a forecast that starts from the base rate.

Where that leaves me. The poll and the endorsement outweigh the midterm record, but not by much. 55 per cent, not the market’s 62.

The forecast log as a decisions register: each change with its reason, the old numbers kept, and the next move committed to before the poll.

How it works

Will Port Calder’s transit tax pass in November? The market says 62 per cent. Your study starts from the county’s record, weighs each poll and endorsement in a section of its own with sources, and logs every change to your own number, so when the count is certified you can score your reasoning, not just your luck.

  1. Pin the question and its rules

    Ask your assistant for a document whose first section quotes the resolution rules word for word: what counts as Yes, which source settles it, and when.

  2. Find the base rate first

    Before any news, ask for a Base rates section: how often questions like this one have resolved Yes, with sources. Write your opening forecast from it.

  3. Weigh each piece of evidence

    Ask for an Evidence section per poll, endorsement or precedent, for or against, with its source. Then a table element weighing them all, naming the section each came from.

  4. Log every change to your number

    Each week, ask for a line chart of the market against your forecast and another line in the decisions element saying what moved you. When it resolves, score yourself with a Brier score.

Try this prompt

Your assistant, connected to know.sh (Claude, ChatGPT or a local model):

Using know.sh, start a study on my Forecasting shelf of this question: will Measure R, Port Calder’s transit sales tax, pass on 3 November? First section: the resolution rules, quoted. Second: base rates, how often county and regional transit taxes have passed, with sources. Then an Evidence section per poll, endorsement or precedent, for or against, each with its source. Leave the forecast to me.

Your assistant, connected to know.sh (Claude, ChatGPT or a local model):

In my Measure R study, add a table element to The evidence, weighed: a row per Evidence section, with its number, the evidence in a line, which way it leans, and a weight of high, medium or low. Then add my new forecast to the decisions element in Forecast log, 55%, superseding the last one, and ask me for the reason.

Made with

DocumentSectionElementsYour AI assistantRevisions