{"city":{"slug":"melbourne-au","name":"Melbourne","country":"AU","country_name":"Australia"},"category":{"key":"lounge","label":"Lounge","phrase":"lounges","family":"food_and_drink"},"candidates":18,"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:814f84c0-3211-4e41-9033-208e9e4c67b8","name":"Gerald's Bar","category":"lounge","address":"386 Rathdowne St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:8d9ecdbe-3880-481c-8f2e-6ecd8df73946","name":"Mothers Milk Brighton","category":"lounge","address":"287 Bay St","sources":["meta","overture"],"providers":2,"confidence":0.999,"website":true,"phone":true,"michelin":false,"score":2.291,"percentile":94.12,"photo":null,"transit":{"qid":"Q7054281","name":"North Brighton","mode":"rail","distanceM":101}},{"rank":3,"place_id":"gers:4b538ca1-58c9-46f7-b901-7cc468d9e3dd","name":"Trak Lounge Bar","category":"lounge","address":"445 Toorak Rd","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.287,"percentile":88.24,"photo":null,"transit":{"qid":"Q5685248","name":"Hawksburn","mode":"rail","distanceM":644}},{"rank":4,"place_id":"gers:fd01a62e-8cfc-4f4e-abb9-5fcb496057e9","name":"The Oxford Lounge","category":"lounge","address":"Unit 1/10 Oxford St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.285,"percentile":82.35,"photo":null,"transit":{"qid":"Q7568986","name":"South Yarra","mode":"rail","distanceM":305}},{"rank":5,"place_id":"gers:285aa009-52a9-4098-9730-a1978759f503","name":"Room 8 Pool Lounge","category":"lounge","address":"3/202 Bourke St","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.21,"percentile":76.47,"photo":null,"transit":{"qid":"Q29026645","name":"Town Hall","mode":"rail","distanceM":336}},{"rank":6,"place_id":"gers:1c090e90-5410-4979-a54d-05a3f5f2c66a","name":"Bluestone Wine Lounge","category":"lounge","address":"495 Collins St","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.089,"percentile":70.59,"photo":null,"transit":{"qid":"Q801455","name":"Southern Cross","mode":"rail","distanceM":510}},{"rank":7,"place_id":"gers:74769951-e30c-410e-b089-1ef5fa417f3f","name":"Clique Bar","category":"lounge","address":"1/26 King St","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.085,"percentile":64.71,"photo":null,"transit":{"qid":"Q801455","name":"Southern Cross","mode":"rail","distanceM":449}},{"rank":8,"place_id":"gers:df9589b4-72a2-46db-8e9a-23e0bd36e19d","name":"Crystal Club Crown Towers","category":"lounge","address":"Crown Entertainment Complex, 8 Whiteman St","sources":["meta","overture"],"providers":2,"confidence":0.97,"website":true,"phone":true,"michelin":false,"score":2.085,"percentile":58.82,"photo":null,"transit":{"qid":"Q260986","name":"Flinders Street","mode":"rail","distanceM":715}},{"rank":9,"place_id":"gers:a8ab4155-b5de-462a-95cf-5dd148307012","name":"28 Skybar Lounge","category":"lounge","address":"Crown Metropol, Crown Melbourne, 8 Whiteman Street","sources":["microsoft","overture"],"providers":2,"confidence":0.966,"website":true,"phone":true,"michelin":false,"score":2.054,"percentile":52.94,"photo":null,"transit":null},{"rank":10,"place_id":"gers:117880f8-a470-4aed-a07d-5a13f693cde8","name":"Club No.9","category":"lounge","address":"7-9 Duke St","sources":["meta","overture"],"providers":2,"confidence":0.939,"website":true,"phone":true,"michelin":false,"score":1.87,"percentile":47.06,"photo":null,"transit":null}]}