Methodology
What the scores measure, how they are produced, and how far to trust them.
What is assessed
The government responds in writing to every petition on the UK Parliament petitions site that reaches 10,000 signatures. This site covers those responses from the 2010–15 parliament to today. It assesses the written response only: not the petition, not any later debate, and not whether the government's position is right.
The scores describe how a response engages with a petition. They say nothing about the intent of the people who wrote it.
The rubric
Each response is scored from 0 to 2 on five criteria. The five scores are added together, with equal weight, for a total out of 10.
Addresses the ask: Does the government response engage with the specific request the petition makes?
- 0: Ignores or sidesteps the request
- 1: Touches on the request indirectly
- 2: Directly addresses the specific request
Evidence: Does the government response support its position with data or evidence?
- 0: No data or evidence
- 1: Vague appeals to evidence, research or expert advice
- 2: Specific figures, studies, reviews or sources
Policy reasoning: Does the government response explain the policy reasoning behind its position?
- 0: No rationale given
- 1: Restates existing policy without explaining it
- 2: Explains the rationale and the trade-offs involved
Outcome: Does the government response commit to action, or give a reasoned refusal? Describing existing policy or saying it will keep the matter under review is not a commitment, and a refusal only counts as reasoned if it explains why the request will not be met.
- 0: Neither commits to anything nor explains a refusal
- 1: Vague commitment, or a refusal with little reason
- 2: Concrete action, or a refusal with clear reasons
Specificity: Is the government response written for this petition rather than boilerplate?
- 0: Generic boilerplate that could answer many petitions
- 1: Partly tailored to this petition
- 2: Clearly written for this petition
The total maps to one of three labels:
- Low engagement: below 4
- Some engagement: 4 to under 7
- Thorough engagement: 7 or more
Each response is also given a stance:
- Accepts: The government agrees to do what the petition asks
- Partly accepts: The government agrees to part of what the petition asks
- Declines: The government says no to what the petition asks
- Deflects: The response neither agrees nor says no, e.g. it only describes existing policy
How the scores are made
The scoring is automated. Each response goes to typesafe/jev-1.14, a decision model that answers fixed questions by choosing between the options it is given. It writes no text of its own, so it cannot invent reasons or quotes. The highlighted evidence on each petition page is a sentence from the response itself, picked by the model.
The model reports its confidence in each answer. An assessment is marked low confidence when the model is less than 60% sure of the stance, or of three or more of the five criteria. Uncertainty on one or two criteria is common and is not flagged. Low-confidence assessments are still shown, because hiding them selectively would be worse than showing the uncertainty.
This is prompt version 2. When the questions change, every response is assessed again and the old results are kept for comparison.
Checking the model against independent labels
200 responses were labelled with the same rubric, then scored by the model. The labels were not written by people. Two Claude AI agents labelled every response independently, without seeing the model's scores or each other's labels, and a third agent settled any disagreements. This checks the model against a different AI. It is not a human review. Agreement with the labels:
| Measure | Agreement |
|---|---|
| Addresses the ask | 88% |
| Evidence | 78% |
| Policy reasoning | 83% |
| Outcome | 74% |
| Specificity | 71% |
| Stance | 84% |
| Overall label | 85% |
Run 2026-10-17 with typesafe/jev-1.14-20261014. A criterion agrees when the model's score, rounded, equals the label.
Where they disagreed
- Don't scrap funding for BTEC Performing Arts: label Thorough engagement (Deflects), model Some engagement (Deflects)
- Increase Carers Allowance in line with the Living Wage: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Increase the penalty for developers and landowners who remove trees illegally.: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Petition to Abolish Work for your Benefit/Workfare Schemes in the UK: label Some engagement (Deflects), model Some engagement (Declines)
- Allow the British public to vote on the legalisation of cannabis: label Some engagement (Declines), model Thorough engagement (Declines)
- Make the uk armed forces pensions for 22 years service tax free.: label Thorough engagement (Declines), model Some engagement (Declines)
- Pay healthcare students a wage while on placement: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Stop DWP repeating PIP assessments for disabled people: label Thorough engagement (Declines), model Thorough engagement (Declines)
- UKIP to be involved in 2015 Televised Debates: label Some engagement (Deflects), model Low engagement (Deflects)
- Repeal the decision to implement compulsory face coverings in English shops.: label Thorough engagement (Declines), model Some engagement (Declines)
- No referendum on the final deal for the UK to remain in the European Union.: label Thorough engagement (Accepts), model Thorough engagement (Accepts)
- Review the law on unfit to plead & reform it to protect victims & public safety: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Bring home Sean Emmett from Dubai: label Thorough engagement (Partly accepts), model Thorough engagement (Deflects)
- Apply to Join the European Union (EU): label Some engagement (Declines), model Some engagement (Declines)
- To Keep Britain's Borders Open: label Thorough engagement (Accepts), model Thorough engagement (Accepts)
- Hold online trolls accountable for their online abuse via their IP address : label Some engagement (Deflects), model Some engagement (Deflects)
- Nationalise water companies to make water a non profit publicly owned asset: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Bring severely injured children of Gaza to UK for treatment: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Stop HMRC implementing making tax digital and enforcing quarterly submissions: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Add Bulgaria to list of countries you can visit without quarantine upon return.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Theresa May: Seek an urgent cross-party solution to the health and care crisis: label Some engagement (Deflects), model Some engagement (Deflects)
- Scrap The Forestry Commission Licence Agreements With Fox & Hare Hunts: label Some engagement (Deflects), model Some engagement (Declines)
- Do not build two new prisons at Wethersfield Air Base: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- Transfer UK Warrior Infantry Fighting Vehicles to Ukraine: label Thorough engagement (Declines), model Thorough engagement (Deflects)
- The Prime Minister should advise Her Majesty the Queen to prorogue Parliament.: label Some engagement (Declines), model Thorough engagement (Declines)
- Full disclosure of all government documents relating to 1989 Hillsborough disaster: label Thorough engagement (Accepts), model Thorough engagement (Accepts)
- Introduce economic sanctions on Israel: label Some engagement (Deflects), model Thorough engagement (Declines)
- An independent investigation into the new layout at Dartford river crossing.: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- Hold an Inquiry into the state of the Police Complaints System and role of IOPC: label Thorough engagement (Deflects), model Some engagement (Deflects)
- Peace in Burma - Please do something more Mr Cameron: label Thorough engagement (Partly accepts), model Thorough engagement (Deflects)
- Reverse the decision to block the Gender Recognition Reform (Scotland) Bill: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Protect Northern Ireland Veterans from Prosecutions: label Thorough engagement (Declines), model Thorough engagement (Partly accepts)
- Ban all non-recyclable/non-compostable packaging in the UK: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Anonymity for those accused of sexual offences until charge.: label Thorough engagement (Deflects), model Thorough engagement (Partly accepts)
- Save the Portland Coastguard Helicopter: label Low engagement (Deflects), model Low engagement (Deflects)
- Hold a referendum on ending devolution in Wales: label Some engagement (Declines), model Thorough engagement (Declines)
- New Disclosure and Safeguarding Mechanism for At-Risk Children: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Pass legislation making animals legally "Sentient Beings" in UK law.: label Thorough engagement (Accepts), model Thorough engagement (Accepts)
- Give parents/guardians a right to access social media accounts of their children: label Thorough engagement (Partly accepts), model Some engagement (Partly accepts)
- Allow Walid Durani to stay in the UK.: label Low engagement (Deflects), model Some engagement (Deflects)
- Justice for David Bartholomew: label Low engagement (Deflects), model Low engagement (Deflects)
- Undertake an independent enquiry into the role of Russia in Brexit.: label Some engagement (Deflects), model Some engagement (Deflects)
- Block Passage of Anti-Social Behaviour, Crime and Policing Bill: label Thorough engagement (Partly accepts), model Thorough engagement (Declines)
- Improve maternal care for black British women: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Do not stop transgender people from receiving care in mainstream hospital wards: label Some engagement (Deflects), model Some engagement (Deflects)
- Repeal Coronavirus Act and end all Covid-19 restrictions: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Compensation for women born in 1950s, due to state pension age change: label Thorough engagement (Declines), model Thorough engagement (Declines)
- A vote of no-confidence in the Prime Minster David Cameron. Calais crisis: label Low engagement (Deflects), model Some engagement (Deflects)
- Require accessible changing benches for disabled children in public venues: label Some engagement (Declines), model Some engagement (Deflects)
- Enshrine the Military Covenant in UK Law: label Some engagement (Partly accepts), model Some engagement (Accepts)
- Make GCSE exams free for home educated children under 18: label Some engagement (Declines), model Some engagement (Declines)
- Allow football fans to attend matches at all levels: label Thorough engagement (Deflects), model Thorough engagement (Partly accepts)
- Protect Police Pensions: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Allow Tier 2 (Intra-Company) individuals and their dependants to settle.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Abolish the House of Lords: label Some engagement (Declines), model Thorough engagement (Declines)
- Every school & college to be obliged to have an evacuation chair & training: label Thorough engagement (Declines), model Thorough engagement (Partly accepts)
- Do not require salons to close due to Covid-19: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Free parking for nhs staff: label Thorough engagement (Declines), model Thorough engagement (Deflects)
- Allergy provision in school: Introduce Statutory Allergy Care legislation: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Accept more asylum seekers and increase support for refugee migrants in the UK.: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Require DBS Checks for Tattoo Artists in England: label Some engagement (Declines), model Some engagement (Declines)
- Make glue traps illegal within the UK: label Some engagement (Deflects), model Some engagement (Deflects)
- Notorious criminals cashing-in on phone hacking compensation: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Abolish the House of Lords if it delays Brexit.: label Some engagement (Deflects), model Some engagement (Declines)
- Make seizure training mandatory in all child and vulnerable adult work settings: label Some engagement (Deflects), model Some engagement (Deflects)
- Save Childrens Cardiac Surgery at the EMCHC at Glenfield Leicester: label Low engagement (Deflects), model Low engagement (Deflects)
- Leave the EU Without a deal on April 12th.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Suspend Natural England licence to kill buzzards.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Change requirements for ILR for those who have graduated and worked for 3 years: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Do not end legal obligations to self-isolate if people test positive for covid: label Thorough engagement (Declines), model Thorough engagement (Declines)
- KEEP THE POPPIES AT TOWER OF LONDON FOR 1 YEAR: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Increase the state pension to equal 35 hours a week at the National Living Wage: label Thorough engagement (Declines), model Thorough engagement (Declines)
- PLEASE BRING FORWARD KEVIN WILLIAMS INQUEST: label Some engagement (Accepts), model Thorough engagement (Accepts)
- Make it compulsory for schools to teach basic signing, such as Makaton: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Guarantee British savers and investors that cash will not be abolished: label Thorough engagement (Deflects), model Thorough engagement (Partly accepts)
- Reform IPSA - cap MP payrises in line with other Public sector pay: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Ban fireworks for general sale to the public.: label Some engagement (Deflects), model Some engagement (Deflects)
- Repeal Relationships and Sexuality Education (Northern Ireland) Regulations 2023: label Thorough engagement (Declines), model Thorough engagement (Declines)
- We require parliament to debate Lord Kilmuir's letter to Edward Heath: label Some engagement (Deflects), model Some engagement (Deflects)
- Make it statutory guidance not to remove break-times for neurodivergent children: label Some engagement (Declines), model Some engagement (Declines)
- Lower the age that breast screening services are offered: label Thorough engagement (Declines), model Thorough engagement (Declines)
- GDC ARF: label Some engagement (Deflects), model Some engagement (Deflects)
- Condemn Sudan’s use of lethal force vs protests, pressure for democratic change: label Thorough engagement (Accepts), model Some engagement (Accepts)
- Tougher prison sentencing for murdering and baiting animals and acts of cruelty: label Low engagement (Deflects), model Some engagement (Deflects)
- Require hospitals to reinstate life support if a patient survives for 15 mins.: label Some engagement (Deflects), model Some engagement (Declines)
- Amend the Births and Deaths Registration Act 1953 to include all pregnancy loss.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Backpay the £20 covid uplift to people on Legacy Benefits: label Some engagement (Deflects), model Thorough engagement (Declines)
- Royal Commission into Police Pay and Pensions: label Thorough engagement (Declines), model Thorough engagement (Declines)
- United Kingdom to not leave the EU: label Thorough engagement (Declines), model Some engagement (Declines)
- Change outdated laws to prevent forest felling when baby animals are in nests: label Thorough engagement (Deflects), model Some engagement (Deflects)
- Make vet best practice measures mandatory & honour dual microchip registration.: label Thorough engagement (Deflects), model Some engagement (Deflects)
- Introduce Animal Health and Welfare to the school curriculum: label Some engagement (Deflects), model Some engagement (Deflects)
- Free childcare when both parents are working. Not just those who are on benefits: label Thorough engagement (Partly accepts), model Thorough engagement (Deflects)
- Detain, detect and deport all illegal immigrants: label Thorough engagement (Accepts), model Thorough engagement (Partly accepts)
- Stop the rising number of ear-cropped dogs in the UK: label Thorough engagement (Deflects), model Thorough engagement (Partly accepts)
- Stop the cuts in the Open University: label Thorough engagement (Declines), model Thorough engagement (Declines)
- We need Jeremy Hunt MP to get NHS England to fund Vimizin for Morquio Sufferers: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- Impose economic sanctions on Israel.: label Thorough engagement (Declines), model Thorough engagement (Partly accepts)
- Introduce new laws to force offenders to be present in court for sentencing: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Stop FGM in the UK Now: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- An independent study to find if driven grouse shooting is of economic benefit.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Legislate to introduce minimum sentences for assaulting police officers.: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- Ban non-stun slaughter in the UK: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Home fee status for BN(O) students after 3 years continuous stay in the UK: label Some engagement (Deflects), model Thorough engagement (Deflects)
- Declare a Climate Emergency, end fossil fuel use and build community resilience.: label Some engagement (Deflects), model Some engagement (Partly accepts)
- Abandon DWP Pathways to Work Green Paper & create National Disability Strategy: label Thorough engagement (Partly accepts), model Thorough engagement (Partly accepts)
- Toast the Tax: label Thorough engagement (Declines), model Thorough engagement (Declines)
- If Theresa May resigns as Prime Minister a general election must be held.: label Low engagement (Deflects), model Some engagement (Deflects)
- Ban urban and garden pesticides to protect bees, other wildlife and human health: label Some engagement (Deflects), model Some engagement (Deflects)
- Review governance of National Insurance Fund: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Stop benefits to more than one wife in the UK: label Thorough engagement (Deflects), model Thorough engagement (Deflects)
- Change Settlement Status from Application to Registration.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Scrap plans forcing self employed & small business to do 4 tax returns yearly: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Allow transgender people to self-identify their legal gender.: label Some engagement (Declines), model Thorough engagement (Declines)
- Exchange of driving licences issued in Republic of Moldova.: label Thorough engagement (Declines), model Thorough engagement (Deflects)
- Require local authorities to adopt all Public Open Space and roads on estates: label Thorough engagement (Declines), model Thorough engagement (Declines)
- End the 'Parent Trap' - suspend or reduce APD over school summer holidays: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Fast track naturalisation for EU citizens resident in the UK longer than 5 years: label Some engagement (Declines), model Thorough engagement (Declines)
- Exclude Vulnerable Severe & Enduring Mental Health Sufferers from DLA Assessments in 2013: label Some engagement (Deflects), model Some engagement (Declines)
- Grant a People's Vote if Parliament rejects the EU Withdrawal Agreement: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Car insurance is compulsory therefore it should be nationalised: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Fund free TV licences for all pensioners: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Ban non-stun slaughter. Animal welfare must take priority over faith tradition.: label Some engagement (Declines), model Thorough engagement (Declines)
- Make planting trees a priority to reduce flooding by improving soil and drainage: label Thorough engagement (Deflects), model Thorough engagement (Partly accepts)
- Ban driven grouse shooting: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Make access to food a legal right - no one in the UK should go hungry: label Thorough engagement (Declines), model Thorough engagement (Deflects)
- Reverse Ban on Holiday's During School Term Time: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Accept a role as guarantor to the USS pension scheme: label Thorough engagement (Declines), model Thorough engagement (Declines)
- A change in prime minister should trigger a general election.: label Some engagement (Deflects), model Thorough engagement (Declines)
- Ensure fair and transparent faith security funding for all faith communities: label Thorough engagement (Declines), model Thorough engagement (Partly accepts)
- Stop sexism - Require schools to offer all sports to all children: label Thorough engagement (Declines), model Thorough engagement (Declines)
- No to postcode pay: label Low engagement (Deflects), model Some engagement (Deflects)
- Start preparations for a Peoples Vote now, to enable answer by 31-10-19.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- The government has no mandate to privatise the NHS and should cease immediately.: label Thorough engagement (Declines), model Thorough engagement (Declines)
- British citizens who fight in the Israeli army to face criminal prosecution on their return to UK: label Thorough engagement (Declines), model Thorough engagement (Deflects)
- Fund free BSL lessons for every parent or carer of a Deaf child in the UK: label Low engagement (Deflects), model Some engagement (Partly accepts)
- To change the name the UK Government uses for IS, ISIS and ISIL to DAESH: label Thorough engagement (Accepts), model Thorough engagement (Accepts)
- Impose a lifetime ban on animal ownership for anyone convicted of animal cruelty: label Thorough engagement (Declines), model Thorough engagement (Declines)
- Ban non-stun slaughter in the UK. : label Thorough engagement (Declines), model Thorough engagement (Declines)
- The UK government should ban Steve Bannon from entering the UK: label Low engagement (Deflects), model Some engagement (Deflects)
- KEEP AIRFIELDS GREENFIELDS. Review Airfield Classification as Brownfield Sites: label Thorough engagement (Deflects), model Thorough engagement (Declines)
- Review access to NHS treatment for Retrograde Cricopharyngeal Dysfunction : label Some engagement (Deflects), model Thorough engagement (Deflects)
Disagree with an assessment?
Every petition page has a Dispute this assessment link. It opens a public issue on GitHub, where the code, rubric and check-set labels also live.
Data
Petition and response text comes from the UK Parliament petitions site and is updated daily. Contains Parliamentary information licensed under the Open Parliament Licence v3.0.