{"city":{"slug":"perth-au","name":"Perth","country":"AU","country_name":"Australia"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":238,"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:7d46045d-02d9-43c1-ae09-7b9ca0f07fae","name":"Autobarn Belmont","category":"vehicle_parts_store","address":"Unit 6/225 Great Eastern Hwy","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:1717e9d2-430c-4c1c-bbe8-cfe255a14aab","name":"Kalamunda Toyota","category":"vehicle_parts_store","address":"43 Canning Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":99.58,"photo":null,"transit":{"qid":"Q20717529","name":"Kalamunda railway station","mode":"rail","distanceM":637}},{"rank":3,"place_id":"gers:b7416028-48a8-4f40-8e0d-7244fea9461b","name":"Autobarn Armadale","category":"vehicle_parts_store","address":"1280 Armadale Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":99.16,"photo":null,"transit":null},{"rank":4,"place_id":"gers:e1534397-f1fb-49d7-b4ca-8bdd0508f60d","name":"Battery World Armadale","category":"vehicle_parts_store","address":"1280 Armadale Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":98.73,"photo":null,"transit":null},{"rank":5,"place_id":"gers:e467ac4b-f6c8-4eff-bb3d-72842761323a","name":"Battery World Balcatta","category":"vehicle_parts_store","address":"1, 207 Balcatta Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":98.31,"photo":null,"transit":null},{"rank":6,"place_id":"gers:4900ac1e-95a6-47f6-91c0-015e42fb1787","name":"Battery World Joondalup","category":"vehicle_parts_store","address":"Unit 7/209 Winton Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.146,"percentile":97.89,"photo":null,"transit":{"qid":"Q6276052","name":"Joondalup railway station","mode":"rail","distanceM":392}},{"rank":7,"place_id":"gers:59d6274d-2091-466c-b36e-490b553d0e7a","name":"Battery World Osborne Park","category":"vehicle_parts_store","address":"Unit C2/4 King Edward Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":97.47,"photo":null,"transit":null},{"rank":8,"place_id":"gers:4f1b6ae0-ee6d-4df5-89ce-421fb48993c7","name":"Battery World Claremont","category":"vehicle_parts_store","address":"2/213 Stirling Hwy","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":97.05,"photo":null,"transit":{"qid":"Q7503255","name":"Showgrounds railway station","mode":"rail","distanceM":591}},{"rank":9,"place_id":"gers:8a8fe0bf-21ab-4c85-be83-34a647730b16","name":"Battery World Midland","category":"vehicle_parts_store","address":"36 Farrall Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":96.62,"photo":null,"transit":null},{"rank":10,"place_id":"gers:0126155f-6761-4fd9-b7fd-11f259564c41","name":"Battery World Belmont","category":"vehicle_parts_store","address":"Unit 1/190 Abernethy Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.145,"percentile":96.2,"photo":null,"transit":null}]}