{"city":{"slug":"sydney-au","name":"Sydney","country":"AU","country_name":"Australia"},"category":{"key":"dental_clinic","label":"Dental Clinic","phrase":"dental clinics","family":"health_care"},"candidates":651,"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":"dac","name":"DAC","licence":"CDLA-Permissive-2.0"},{"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:41743ba3-3a0d-487e-916c-214850f6586c","name":"Whiterteeth Dental","category":"dental_clinic","address":"68 Arthur Street","sources":["dac","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.113,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:bfe102f8-0314-4937-a3d8-50104d8fd1a1","name":"Pacific Smiles Dental Hurstville","category":"dental_clinic","address":"Westfield Hurstville, Level 1/3 Cross St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":99.85,"photo":null,"transit":{"qid":"Q5948687","name":"Hurstville railway station","mode":"rail","distanceM":261}},{"rank":3,"place_id":"gers:9bf8946c-d0d1-4e95-a9f9-0ad70824d993","name":"Lane Cove Orthodontics","category":"dental_clinic","address":"138 Longueville Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":99.69,"photo":null,"transit":null},{"rank":4,"place_id":"gers:5149f707-dbc2-43ed-8020-d3beeab64878","name":"Maven Dental Greenwood","category":"dental_clinic","address":"Level 2/103 Miller St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":99.54,"photo":null,"transit":{"qid":"Q2356455","name":"North Sydney railway station","mode":"rail","distanceM":200}},{"rank":5,"place_id":"gers:cefd0a41-a65f-4138-9d01-803fb9c203d9","name":"North Sydney Dentistry","category":"dental_clinic","address":"Level 1, Suite 102/71 Walker St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":99.38,"photo":null,"transit":{"qid":"Q2356455","name":"North Sydney railway station","mode":"rail","distanceM":200}},{"rank":6,"place_id":"gers:eeaf333b-81d9-47ee-a5b5-3e90c53d9ac5","name":"Bright Smile Dental Coogee","category":"dental_clinic","address":"272 Arden St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.112,"percentile":99.23,"photo":null,"transit":null},{"rank":7,"place_id":"gers:1333bf75-6237-4989-be45-e7664d265641","name":"Potts Point Dental","category":"dental_clinic","address":"308/46A Macleay St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.111,"percentile":99.08,"photo":null,"transit":{"qid":"Q1851882","name":"Kings Cross railway station","mode":"rail","distanceM":484}},{"rank":8,"place_id":"gers:96ffa41d-f8c3-47f8-b9d7-d12afc20eb0c","name":"Mosman Dental Clinic","category":"dental_clinic","address":"810 Military Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.111,"percentile":98.92,"photo":null,"transit":null},{"rank":9,"place_id":"gers:ace8ed72-f332-494c-b08e-2355ec89eb55","name":"Clemton Park Dental","category":"dental_clinic","address":"Shop 11/5 Mackinder St","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.111,"percentile":98.77,"photo":null,"transit":null},{"rank":10,"place_id":"gers:5bd3100b-9877-40cf-b893-bbac191880e0","name":"Chats Dental","category":"dental_clinic","address":"16-18 Malvern Ave","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.111,"percentile":98.62,"photo":null,"transit":{"qid":"Q5087801","name":"Chatswood railway station","mode":"metro","distanceM":608}}]}