{"city":{"slug":"dublin-ie","name":"Dublin","country":"IE","country_name":"Ireland"},"category":{"key":"dental_clinic","label":"Dental Clinic","phrase":"dental clinics","family":"health_care"},"candidates":153,"rank":{"method":"curation quality, not popularity: how well attested and how complete a record is","weights":{"attest":0.35,"complete":0.25,"confidence":0.2,"designation":0.4,"fame":-0.15,"chain":-0.3},"limit":"no licensable popularity signal; this ranks curation quality, not taste","anchors":{"wikivoyage":{"status":"validation-only","source":"Wikivoyage (English) editorial listings","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/","attribution":"Wikivoyage contributors","gate_m":250,"min_group":10,"matched":5951,"matched_cities":294,"anchors_in_groups":5651,"groups":1554,"cities_in_groups":267,"median_percentile":73.02,"share_top_decile":0.242,"share_rank_1":0.029,"families":{"arts_and_entertainment":{"anchors":1112,"cities":122,"validated":true,"median_percentile":70.83,"share_top_decile":0.221},"food_and_drink":{"anchors":2312,"cities":180,"validated":true,"median_percentile":71.88,"share_top_decile":0.228},"health_care":{"anchors":5,"cities":5,"validated":false},"lifestyle_services":{"anchors":17,"cities":16,"validated":false},"lodging":{"anchors":1442,"cities":235,"validated":true,"median_percentile":76.19,"share_top_decile":0.275},"shopping":{"anchors":528,"cities":110,"validated":true,"median_percentile":76.42,"share_top_decile":0.261},"sports_and_recreation":{"anchors":209,"cities":70,"validated":true,"median_percentile":69.69,"share_top_decile":0.22},"travel_and_transportation":{"anchors":26,"cities":22,"validated":false}},"limit":"An anchor only exists where Wikivoyage and the catalogue name the same place, so the matched set is biased toward well-attested places - which the rank rewards through `attest`. Every number here is a lower bound on the ranking's agreement with editorial selection, not an unbiased estimate of it."},"michelin":{"matched":533,"anchors_in_groups":528,"median_percentile":100,"circular":true,"why":"partly circular: 17 of the 5,951 Wikivoyage anchors carry the designation term this rank rewards (designation +0.40) and sit at a median percentile of 99.93, against 72.55 for the 5,934 matched anchors without it. A validation set that shares a term with the model measures the term, not the model.","designated":{"anchors":17,"median_percentile":99.93},"undesignated":{"anchors":5934,"median_percentile":72.55}},"heritage":{"matched_in_groups":1,"median_percentile":87.5,"note":"one anchor: too few to validate anything"}}},"sources":[{"id":"meta","name":"Meta","licence":"CDLA-Permissive-2.0"},{"id":"overture","name":"Overture Maps Foundation","licence":"CDLA-Permissive-2.0"}],"attribution":"Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).","placement":"Nobody paid for placement: no ads, no sponsored results, no ratings for sale.","no_ratings":"The catalogue carries no rating, review count, price or opening hours, so this file has none.","transit":{"source":"Wikidata","licence":"CC0-1.0","attribution":"Station locations from Wikidata (CC0-1.0).","gate_m":800,"note":"Nearest station, not service: no frequency, timetable or departures."},"generated":"2026-10-22","places":[{"rank":1,"place_id":"gers:ef963fcb-98cd-4657-b571-ee2111b4aea9","name":"Seapoint Clinic","category":"dental_clinic","address":"23 Seapoint Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.159,"percentile":100,"photo":null,"transit":{"qid":"Q3970937","name":"Seapoint railway station","mode":"rail","distanceM":156}},{"rank":2,"place_id":"gers:7454fc28-cf5f-44e8-bafd-a8c6da1436c5","name":"Frederick Orthodontics","category":"dental_clinic","address":"33 Frederick St N","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.158,"percentile":99.34,"photo":null,"transit":{"qid":"Q4972306","name":"Broadstone (Dublin) railway station","mode":"rail","distanceM":644}},{"rank":3,"place_id":"gers:da522f55-ad53-4cca-822e-cced1e7e979d","name":"Smiles Dental Dundrum","category":"dental_clinic","address":"Unit 2 Level 2, Dundrum Town Centre, Sandyford Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.157,"percentile":98.68,"photo":null,"transit":null},{"rank":4,"place_id":"gers:a790f0b3-5394-4fec-b234-3855ab269344","name":"Dublin Orthodontist","category":"dental_clinic","address":"College Gate Clinic, 123 Ballymun Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.157,"percentile":98.03,"photo":null,"transit":null},{"rank":5,"place_id":"gers:4f9af694-238c-4f03-a029-34856821f204","name":"College Gate Dental Clinic","category":"dental_clinic","address":"Office 2, College Gate Clinic, 123 Ballymun Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.156,"percentile":97.37,"photo":null,"transit":null},{"rank":6,"place_id":"gers:e5c921ac-18d1-41e2-9ab3-80a542b31fe8","name":"Dundrum Dental Surgery","category":"dental_clinic","address":"12 Main St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.156,"percentile":96.71,"photo":null,"transit":null},{"rank":7,"place_id":"gers:fa60329d-dc68-4bfe-8471-fd4c23e0e03a","name":"Swords Orthodontics","category":"dental_clinic","address":"2nd Floor, 17 Main St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.153,"percentile":96.05,"photo":null,"transit":null},{"rank":8,"place_id":"gers:edf5f009-380b-47ef-8950-e511b861fecf","name":"Old Bawn Smile Clinic","category":"dental_clinic","address":"1 Old Bawn Terrace","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.141,"percentile":95.39,"photo":null,"transit":null},{"rank":9,"place_id":"gers:5604e5f9-1698-4d4d-bed1-bd7435238982","name":"Burlington Dental Clinic","category":"dental_clinic","address":"Burlington Dental Clinic, 16 Burlington Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.138,"percentile":94.74,"photo":null,"transit":null},{"rank":10,"place_id":"gers:a92d5453-6cc1-4966-8777-85456023cd3d","name":"Specialist Orthodontic Practice","category":"dental_clinic","address":"2 Bellevue Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.137,"percentile":94.08,"photo":null,"transit":{"qid":"Q3969737","name":"Glenageary railway station","mode":"rail","distanceM":549}}]}