{"city":{"slug":"manaus-br","name":"Manaus","country":"BR","country_name":"Brazil"},"category":{"key":"coffee_shop","label":"Coffee Shop","phrase":"coffee shops","family":"food_and_drink"},"candidates":32,"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:313589d9-fd43-4e02-90a4-1b1d66291d04","name":"Coworking 753","category":"coffee_shop","address":"Av. João Valério, 753","sources":["meta","overture"],"providers":2,"confidence":0.992,"website":true,"phone":true,"michelin":false,"score":2.393,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:0a6543b7-2eb1-43fa-8bd8-37286c3e3809","name":"DYNE Café Express","category":"coffee_shop","address":"R. Lourival Muniz, 284","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.38,"percentile":96.77,"photo":null,"transit":null},{"rank":3,"place_id":"gers:fd1b11bb-fc3f-4ece-9a04-fe8f3fb6065f","name":"Do Futuro Cafe","category":"coffee_shop","address":"Av. Pedro Teixeira, 351","sources":["meta","overture"],"providers":2,"confidence":0.987,"website":true,"phone":true,"michelin":false,"score":2.358,"percentile":93.55,"photo":null,"transit":null},{"rank":4,"place_id":"gers:a25a72df-f194-4d3b-b5d8-08854ae7ebc2","name":"Soli Food and Coffee","category":"coffee_shop","address":"Rua Acre, 223","sources":["meta","overture"],"providers":2,"confidence":0.982,"website":true,"phone":true,"michelin":false,"score":2.331,"percentile":90.32,"photo":null,"transit":null},{"rank":5,"place_id":"gers:6b08bda7-7056-49f8-b0c5-d3b75ee022b8","name":"Cafeteria Regional Pédi Café","category":"coffee_shop","address":"R. Profa. Maria Antony, 61","sources":["meta","overture"],"providers":2,"confidence":0.981,"website":true,"phone":true,"michelin":false,"score":2.325,"percentile":87.1,"photo":null,"transit":null},{"rank":6,"place_id":"gers:bf848133-9960-48fd-a0a6-03df9f47cf1a","name":"Naiza Regional Breakfast","category":"coffee_shop","address":"Rua Barão de Jacuí, 58","sources":["meta","overture"],"providers":2,"confidence":0.979,"website":true,"phone":true,"michelin":false,"score":2.31,"percentile":83.87,"photo":null,"transit":null},{"rank":7,"place_id":"gers:4961e1b2-d6b8-4c44-9233-bd4c5c75caba","name":"Kero café","category":"coffee_shop","address":"Av. Margarita, 1359","sources":["meta","overture"],"providers":2,"confidence":0.976,"website":true,"phone":true,"michelin":false,"score":2.295,"percentile":80.65,"photo":null,"transit":null},{"rank":8,"place_id":"gers:36c4c96e-6f3f-4922-a334-15846e516a78","name":"Lucca Cafes Especiais","category":"coffee_shop","address":"","sources":["meta","overture"],"providers":2,"confidence":0.946,"website":true,"phone":true,"michelin":false,"score":2.105,"percentile":77.42,"photo":null,"transit":null},{"rank":9,"place_id":"gers:5aa1fbbc-36af-47ab-8e1c-44e9ea4146d7","name":"Café da Norma","category":"coffee_shop","address":"R. Lindon Johnson","sources":["meta","overture"],"providers":2,"confidence":0.936,"website":true,"phone":true,"michelin":false,"score":2.042,"percentile":74.19,"photo":null,"transit":null},{"rank":10,"place_id":"gers:51c72d64-1790-4f2f-b243-5e751be3bc4f","name":"Mais1 Café Adrianópolis","category":"coffee_shop","address":"Av. Paraiba, 721","sources":["meta","overture"],"providers":2,"confidence":0.923,"website":true,"phone":true,"michelin":false,"score":1.96,"percentile":70.97,"photo":null,"transit":null}]}