{"city":{"slug":"perth-au","name":"Perth","country":"AU","country_name":"Australia"},"category":{"key":"gas_station","label":"Gas Station","phrase":"gas stations","family":"travel_and_transportation"},"candidates":339,"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":"microsoft","name":"Microsoft","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:d633d112-5707-4c2e-b647-8d041c30f781","name":"United Petroleum Lexia","category":"gas_station","address":"779 Gnangara Rd","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.302,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:c7e3cf3c-dec7-4c02-893b-a2677c7bac37","name":"United Petroleum Armadale","category":"gas_station","address":"178 S Western Hwy","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.298,"percentile":99.7,"photo":null,"transit":null},{"rank":3,"place_id":"gers:ef1d2a2b-d5d4-4245-9b35-869c9553bd0c","name":"Astron Swanbourne Auto","category":"gas_station","address":"2 Servetus St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.294,"percentile":99.41,"photo":null,"transit":{"qid":"Q7653564","name":"Swanbourne railway station","mode":"rail","distanceM":364}},{"rank":4,"place_id":"gers:b0a3e601-1722-4ea0-8f32-9608c88a8bee","name":"United Petroleum Kewdale (Pie Face)","category":"gas_station","address":"410-412 Orrong Road","sources":["microsoft","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":99.11,"photo":null,"transit":null},{"rank":5,"place_id":"gers:9d044d4e-929a-496e-8a95-c7d634c17be1","name":"Vibe Byford","category":"gas_station","address":"868 S Western Hwy","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.29,"percentile":98.82,"photo":null,"transit":{"qid":"Q20717300","name":"Byford railway station","mode":"rail","distanceM":468}},{"rank":6,"place_id":"gers:2db5ec83-0e9d-447a-b63a-6f23a64133fa","name":"Better Choice Tuart Hill","category":"gas_station","address":"150 Wanneroo Rd","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.289,"percentile":98.52,"photo":null,"transit":null},{"rank":7,"place_id":"gers:d08529f0-1cf1-4457-b2dd-fe3f5f4ac6b4","name":"Gingers Roadhouse","category":"gas_station","address":"6069/1383 Great Northern Hwy","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.284,"percentile":98.22,"photo":null,"transit":null},{"rank":8,"place_id":"gers:cf933317-a158-45cf-ad2b-c97210ee0b5f","name":"Metro Petroleum Jurien Bay","category":"gas_station","address":"74 Bashford St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.281,"percentile":97.93,"photo":null,"transit":null},{"rank":9,"place_id":"gers:db93317d-4c1f-4236-8bf9-da46bc4ac0c0","name":"Shell Jarrahdale","category":"gas_station","address":"2 Jarrahdale Rd","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.277,"percentile":97.63,"photo":null,"transit":null},{"rank":10,"place_id":"gers:4e91b037-8dbc-48e8-89eb-f10634659035","name":"Better Choice Bellevue","category":"gas_station","address":"177/179 Great Eastern Hwy","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.269,"percentile":97.34,"photo":null,"transit":null}]}