{"city":{"slug":"oslo-no","name":"Oslo","country":"NO","country_name":"Norway"},"category":{"key":"vehicle_parts_store","label":"Vehicle Parts Store","phrase":"vehicle parts shops","family":"shopping"},"candidates":19,"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:4852ce9a-acbb-4faa-9dbe-e0fff56ac610","name":"Lasa Båt og Motor","category":"vehicle_parts_store","address":"Drammensveien 214","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.846,"percentile":100,"photo":null,"transit":{"qid":"Q4897112","name":"Bestun station","mode":"rail","distanceM":427}},{"rank":2,"place_id":"gers:52b60636-3286-49b4-a1bd-30911b843677","name":"BilXtra Alna","category":"vehicle_parts_store","address":"Strømsveien 245","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.84,"percentile":94.44,"photo":null,"transit":{"qid":"Q5682413","name":"Haugerud","mode":"metro","distanceM":635}},{"rank":3,"place_id":"gers:ccdac93a-901e-4f40-b916-6e0e3d895d48","name":"Auto-Trio Bildeler","category":"vehicle_parts_store","address":"Caspar Storms vei 2","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.825,"percentile":88.89,"photo":null,"transit":null},{"rank":4,"place_id":"gers:ff1cbe36-7309-479a-9b00-f63cb0445a2d","name":"Jacob's Auto-Supply","category":"vehicle_parts_store","address":"Strømsveien 223, Bygg 4","sources":["meta","overture"],"providers":2,"confidence":0.995,"website":true,"phone":true,"michelin":false,"score":2.813,"percentile":83.33,"photo":null,"transit":{"qid":"Q115754152","name":"Brobekk Station","mode":"rail","distanceM":421}},{"rank":5,"place_id":"gers:8e9f4e0a-ce35-432f-9065-fee0146501a2","name":"Gundersen Motorsport","category":"vehicle_parts_store","address":"Strømsveien 226","sources":["meta","overture"],"providers":2,"confidence":0.993,"website":true,"phone":true,"michelin":false,"score":2.799,"percentile":77.78,"photo":null,"transit":{"qid":"Q115754152","name":"Brobekk Station","mode":"rail","distanceM":97}},{"rank":6,"place_id":"gers:090f4e99-e73f-465c-a0e2-2493e0db5ef7","name":"Stokstad AS","category":"vehicle_parts_store","address":"Smalvollveien 20","sources":["meta","overture"],"providers":2,"confidence":0.986,"website":true,"phone":true,"michelin":false,"score":2.74,"percentile":72.22,"photo":null,"transit":{"qid":"Q7857347","name":"Tveita","mode":"metro","distanceM":539}},{"rank":7,"place_id":"gers:1c589c70-3f9b-47f7-82da-47f68a8e668b","name":"Egil Verne AS","category":"vehicle_parts_store","address":"Professor Birkelands vei 26B","sources":["meta","overture"],"providers":2,"confidence":0.985,"website":true,"phone":true,"michelin":false,"score":2.728,"percentile":66.67,"photo":null,"transit":{"qid":"Q892712","name":"Nyland Station","mode":"rail","distanceM":659}},{"rank":8,"place_id":"gers:8d6ab997-378b-4bab-92c6-a470d9ea199b","name":"Biltema Follo","category":"vehicle_parts_store","address":"Sofiemyrveien 7","sources":["meta","overture"],"providers":2,"confidence":0.984,"website":true,"phone":true,"michelin":false,"score":2.721,"percentile":61.11,"photo":null,"transit":null},{"rank":9,"place_id":"gers:b2870854-3f12-4537-9c1d-069a0b697381","name":"Leo's Scooter Parts","category":"vehicle_parts_store","address":"Østerdalsgata 1K, 2. etg","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.709,"percentile":55.56,"photo":null,"transit":{"qid":"Q5380022","name":"Ensjø","mode":"metro","distanceM":350}},{"rank":10,"place_id":"gers:658f6917-a6ec-49c2-adad-f4cefba0a0c4","name":"Biltema Alna","category":"vehicle_parts_store","address":"Alna Senter, Alnabru, Strømsveien 245","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.658,"percentile":50,"photo":null,"transit":{"qid":"Q5682413","name":"Haugerud","mode":"metro","distanceM":624}}]}