{
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 "createdAt": "2026-08-12T00:00:00Z",
 "description": "Append-only Evidence Passport records. Old revisions are immutable; corrections create a new revision and preserve the previous permalink.",
 "entity": {
  "type": "project",
  "id": "bristol-citizen-sensing",
  "title": "Damp Busters: Citizen-Built Damp Sensors",
  "canonicalUrl": "https://1001smartcities.org/projects/bristol-citizen-sensing/"
 },
 "currentRevisionId": "2026-08-25-bristol-baseline",
 "revisions": [
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   "id": "2026-08-25-bristol-baseline",
   "createdAt": "2026-08-25T15:00:00Z",
   "effectiveAt": "2026-08-25",
   "changeType": "baseline",
   "summary": "Created the first structured Evidence Passport with 15 claims and 6 source dossiers.",
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    "label": "AI-assisted evidence preparation",
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   },
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    "date": null,
    "note": "Awaiting operator and domain-expert review; publication of this revision implies neither."
   },
   "changes": [
    {
     "operation": "add",
     "path": "/evidencePassport",
     "summary": "Added claim-level evidence mapping and source dossiers."
    },
    {
     "operation": "add",
     "path": "/revisionHistory",
     "summary": "Established a permanent, hash-addressed baseline revision."
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    "asOf": "2026-08-25",
    "projectFingerprint": "sha256:d234c71b0de90fb777b0251bcfc57f795e3dd0448b4ad4268cda299b85754d47",
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     "status": "unreviewed",
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    "projectState": {
     "status": "completed",
     "outcome": "scaled-back",
     "evidenceGrade": "peer-reviewed",
     "timeline": {
      "started": 2016,
      "ended": 2016
     }
    },
    "governance": {
     "operator": "Knowle West Media Centre, with Bristol City Council and Ideas for Change",
     "actorTypes": [
      "civil-society",
      "city-government",
      "research"
     ],
     "fundingModel": "grant",
     "fundingDescription": "Bristol City Council grant to Knowle West Media Centre",
     "cost": null,
     "ownership": null,
     "decisionRights": null,
     "exitConditions": null
    },
    "claims": [
     {
      "id": "clm-55959136bfb3d674",
      "field": "snippet",
      "text": "Bristol City Council, the arts charity Knowle West Media Centre and the think tank Ideas for Change built a citizen-sensing method together",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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       "src-8abbda36c0319695",
       "src-c42d7f8f3c76f2d5"
      ],
      "supportNote": "The operator states it verbatim: “Working with Ideas for Change and Bristol City Council, we have developed The Bristol Approach”. The paper gives the same list from the other side: “The stakeholders were: KWMC, the researcher, Bristol City Council, and the innovation think-tank Ideas for Change”, and describes KWMC as having “support from Bristol City Council to deliver an inclusive and sustainable citizen-sensing programme in Bristol”. Ideas for Change, the third partner, names “City Council of Bristol (United Kingdom) and the Knowle West Media Center” as the partners in developing the model and dates the work 2015–2016.",
      "caveat": "Co-development is not adoption. No source found says the council took the damp readings into its housing operations.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-68802b1040ed8f1e",
      "field": "snippet",
      "text": "damp housing was the problem residents picked first",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
       "src-d7c34d1ff80a601a",
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      "supportNote": "Nesta: the scheme “came from a series of discussions with residents” and “Damp housing was cited as one of residents’ biggest concerns, and became the focus of the first pilot project”. The paper describes the identification phase (network analysis, artist-led conversations in hotspots) that produced the choice.",
      "caveat": null,
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-d903531d68099151",
      "field": "snippet",
      "text": "a frog-shaped box holding a Raspberry Pi and a temperature and humidity sensor",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The paper: “Five devices were built using Raspberry Pi3 and DHT22 temperature and humidity sensors”, on a design that “looked like a frog and affectionately became known as the Frogbox”. Nesta describes the same object: a temperature and humidity sensor in the middle of the frog’s back, connected to a Raspberry Pi 3.",
      "caveat": null,
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-06730dd8f018590c",
      "field": "snippet",
      "text": "collected a reading every five minutes into a database on the box itself, with a website for the householder",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The paper: “The Frogbox was designed to collect data every five minutes using a Python script. It was then saved to a local MySQL database”, and “A simple website running on each box was developed to provide users with access to the data”. Nesta gives the reader-facing version: data every five minutes saved to a simple database, with a website showing temperature, humidity and dew point.",
      "caveat": "The data stayed on the box; neither source describes a central platform collecting readings from all five devices.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     },
     {
      "id": "clm-a882209b1a8a52fe",
      "field": "snippet",
      "text": "a cardboard lily pad for noting showers, cooking and drying",
      "statementKind": "descriptive",
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      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The paper: “the Frogboxes were designed to sit on cardboard lily pads for people to annotate the timestamp of events that might lead to condensation such as taking a shower, cooking, or drying clothes on a radiator”.",
      "caveat": null,
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-73e08b319d6ad172",
      "field": "snippet",
      "text": "Five devices were built, and they ran for two weeks in five homes",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      ],
      "supportNote": "The paper states both halves: “Five devices were built using Raspberry Pi3 and DHT22 temperature and humidity sensors” and “The Frogboxes were deployed for two weeks in 5 homes in the neighbourhood.” It adds that the group decided to make and test a few sensors “before scaling up to larger numbers”, which is the scale-up that did not follow.",
      "caveat": "One of the five stopped reporting before the end of the test period; the paper records the community’s suspicion that children had put it in contact with water.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-58f07c814e2ca127",
      "field": "impact",
      "text": "45 events and workshops drew more than 717 participants aged 13 to 80",
      "statementKind": "quantitative",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The paper, on the ten-month activation phase across two neighbourhoods: “45 events and workshops were run, with over 717 participants aged 13-80.” URBACT reports the same figures for the pilot programme: “Over 700 people were involved in more than 45 events during the pilot project.”",
      "caveat": "These are programme-wide figures for the activation phase, not damp-specific ones; the entry says so.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     },
     {
      "id": "clm-1e3064539841a07a",
      "field": "impact",
      "text": "damp was one of three prototype tools tested alongside food waste and mental health",
      "statementKind": "descriptive",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
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      "supportNote": "URBACT: “Three sets of prototype citizen sensing tools were designed and tested: tackling damp homes, food waste and mental health.” The paper says the same from the other direction: “Here we report on one of the three outcomes from this stage: the Dampbusters intervention”.",
      "caveat": null,
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-a59bec67b0fd91d4",
      "field": "impact",
      "text": "Nesta's write-up said it was too early to measure the full impact",
      "statementKind": "descriptive",
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      "mappingStatus": "mapped",
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      "supportNote": "Nesta: “While it’s too early to measure the full impact of this ongoing project, the project is already providing residents with knowledge and resources to help them solve issues of damp or challenge landlords to take action.”",
      "caveat": "Nesta wrote this while the project was still running. No later source was found that publishes a measured effect on damp, in the homes tested or anywhere else.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     },
     {
      "id": "clm-05af3afce193741a",
      "field": "impact",
      "text": "£300 from a Bristol City Council grant covered the boxes and their deployment, and the participants allocated that money themselves through a participatory budget",
      "statementKind": "quantitative",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The paper, verbatim: “to cover the cost of the Frogboxes (and later for the deployment), KWMC allocated a further small sum of money (£300) from a grant given by the City Council. Participants administered the funds following a participatory budget approach, using the online voting tool, stickymoose.com.”",
      "caveat": "The £300 is the hardware and deployment line only, not the cost of the programme, which no source states.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     },
     {
      "id": "clm-9525499417dc119d",
      "field": "impact",
      "text": "A housing association asked to buy the boxes",
      "statementKind": "descriptive",
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      "mappingStatus": "mapped",
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      "supportNote": "The paper, under the heading Tensions: ownership of the commons: “A housing association approached the community, requesting to buy the Frogboxes. In response, the community member who had led the development of the Frogboxes launched a business to service the sensors and help tenants tackle damp.”",
      "caveat": "The paper does not name the housing association and does not say whether a sale or a service ever followed.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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      "text": "The co-ordinators reported that participants seemed more comfortable with data being held by a not-for-profit organisation than by the City Council",
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      "mappingStatus": "mapped",
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      "supportNote": "The paper quotes a media arts producer on where the data should live: “[They] seemed more comfortable with the idea of data being held by a not for profit organisation than by the City Council.”",
      "caveat": "This is a co-ordinator’s account of what participants seemed to prefer, not a survey of them.",
      "interpretation": {
       "added": false,
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       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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      "field": "lesson",
      "text": "when the paper went to press the group was still negotiating the integration of these data",
      "statementKind": "descriptive",
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      "mappingStatus": "mapped",
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      "supportNote": "In the outcome phase the paper lists what the project contributed to the city commons and writes that “The community is negotiating the integration of these data in” — the object of the sentence is a link that the PDF text extraction does not resolve. What is unambiguous is the tense: as of publication in May 2017, integration had not happened.",
      "caveat": "The destination of the proposed integration could not be read from the extracted text, so the entry says only that integration was still being negotiated.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     {
      "id": "clm-e6afed64154b45a3",
      "field": "lesson",
      "text": "URBACT good-practice status in 2017",
      "statementKind": "quantitative",
      "textMode": "verbatim-from-project-record",
      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The URBACT Good Practice record for Bristol, “Citizen sensing - where people act as sensors”, states “Date of label : 02/06/2017”.",
      "caveat": "The record was written by the practice holder and describes the framework rather than the damp deployment.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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     },
     {
      "id": "clm-ed564aac3ee963fa",
      "field": "lesson",
      "text": "a second Bristol pilot that applied the same framework to air quality rather than damp",
      "statementKind": "descriptive",
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      "mappingStatus": "mapped",
      "sourceRefs": [
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      "supportNote": "The operator page states that “The Bristol Approach framework is also currently being implemented within the five-year European partnership project REPLICATE”, in a strand of work on air quality in east Bristol and its effect on travel behaviour.",
      "caveat": "The page is dated January 2019 and the air-quality pilot has itself since ended; the operator's own accounts date the damp and air-quality pilots to 2016 and 2016-2019 respectively.",
      "interpretation": {
       "added": false,
       "interpolation": false,
       "note": "The passport copies the published claim and its recorded source mapping without adding a conclusion."
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    "sources": [
     {
      "id": "src-8abbda36c0319695",
      "title": "Balestrini et al., “A City in Common”, CHI 2017 (peer-reviewed)",
      "url": "https://doi.org/10.1145/3025453.3025915",
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       "publishedAt": "2017-05-02",
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       "value": "Balestrini, Rogers, Hassan, Creus, King and Marshall, “A City in Common: A Framework to Orchestrate Large-scale Citizen Engagement around Urban Issues”, Proceedings of CHI 2017, pp. 2282–2294. Two of the six authors are Knowle West Media Centre staff and one is from Ideas for Change, so it is a participant account that passed peer review, not an outside evaluation. Carries the stakeholder list including Bristol City Council, the £300 from a council grant, the Frogbox build (five devices, Raspberry Pi 3 and DHT22, five-minute sampling, local MySQL, per-box website, cardboard lily pads), the two-week deployment in five homes, the 45 events and 717 participants, the preference for a not-for-profit rather than the council holding the data, the housing association's purchase request, and the statement that integration of the data was still being negotiated. The DOI resolves to a paywalled ACM abstract; the full text used here is the open conference PDF, and an open copy is deposited at UCL Discovery (eprint 1545216).",
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       "type": "descriptive-source-note",
       "value": "URBACT Good Practice record for Bristol, written in the first person by the practice holder (Knowle West Media Centre) and published by the EU URBACT programme, so it is operator self-reporting on an institutional host. States “Date of label : 02/06/2017”. Carries the three prototype tools (damp homes, food waste, mental health), the 700-plus participants across 45-plus events, the list of city council departments that took part (housing, parks, building control, health) and the description of the damp-busting system including the mapping tool and trained volunteers.",
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      "title": "Nesta — Damp-sensing frogs (media)",
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      "locator": {
       "type": "descriptive-source-note",
       "value": "Nesta case study accompanying its feature on councils using data. States that the scheme came from discussions with residents “run by Knowle West Media Centre and Bristol City Council”, that damp housing was named by residents and became the first pilot, describes the Frogbox and lily-pad diaries, and says it is “too early to measure the full impact”. The page shows no publication date.",
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      "title": "Knowle West Media Centre — The Bristol Approach (operator)",
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      },
      "locator": {
       "type": "descriptive-source-note",
       "value": "Operator page, shown as dated 1 January 2019. Carries “Working with Ideas for Change and Bristol City Council, we have developed The Bristol Approach”, the statement that the Damp Busters pilot followed the phases of the framework, and that the framework was being implemented within the five-year European project REPLICATE, in a strand on air quality in east Bristol. The host blocks plain automated retrieval and was read through a browser-style fetch.",
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       "value": "Page of the think tank that co-designed the framework. Names “City Council of Bristol (United Kingdom) and the Knowle West Media Center” as the partners, dates the work 2015–2016, and describes citizens co-designing open-source sensors to tackle dampness in rental houses. A self-interested account of its own method: its wider claim that the approach was adopted in eleven European cities is not used in this entry.",
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      "title": "CORDIS — REPLICATE project record 691735 (EU)",
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       "name": null,
       "domain": "cordis.europa.eu",
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      "locator": {
       "type": "descriptive-source-note",
       "value": "EU project record for REPLICATE (1 February 2016 to 31 January 2021, EU contribution €24,965,263.09, coordinated by Ayuntamiento de Donostia San Sebastian). Lists BRISTOL CITY COUNCIL (net EU contribution €3,409,164.50) and KNOWLE WEST MEDIA CENTRE LBG (€371,250.00) as participants. Included as context for the institutional relationship between the council and the media centre; it does not state that REPLICATE funded the damp pilot, and this entry does not claim that it did.",
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    "limits": [
     "Publisher names and source languages have not yet been classified; domains are recorded without guessing.",
     "Existing source notes are descriptive locators, not page- or paragraph-exact citations.",
     "A missing archive, publication date or content hash is shown as null rather than inferred.",
     "The project-level evidence grade ranks the strongest source in the entry; it is not a truth score for every claim."
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 ]
}