{"city":{"slug":"campinas-br","name":"Campinas","country":"BR","country_name":"Brazil"},"category":{"key":"cafe","label":"Cafe","phrase":"cafes","family":"food_and_drink"},"candidates":62,"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:1144a1be-bf2f-4b46-81fe-6d21a2045edd","name":"Armazém Cambuí","category":"cafe","address":"R. Dr. Viêira Bueno, 295","sources":["meta","overture"],"providers":2,"confidence":1,"website":true,"phone":true,"michelin":false,"score":2.328,"percentile":100,"photo":null,"transit":null},{"rank":2,"place_id":"gers:d3fc852f-33f7-489d-ac25-4ee07c4d8f9a","name":"Banana Café Campinas","category":"cafe","address":"Rua General Osorio, 2090","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.318,"percentile":98.36,"photo":null,"transit":null},{"rank":3,"place_id":"gers:a9b71ed0-a29a-44e1-8775-76e01c12d387","name":"A Cabrita Café","category":"cafe","address":"Centro de - R. Dr. Heitor Penteado, 1085","sources":["meta","overture"],"providers":2,"confidence":0.998,"website":true,"phone":true,"michelin":false,"score":2.316,"percentile":96.72,"photo":null,"transit":null},{"rank":4,"place_id":"gers:70b5f15e-aeab-4af4-8d00-8881502c7204","name":"D'Minnas Pão de Queijaria","category":"cafe","address":"Av. Imperatriz Leopoldina, 259","sources":["meta","overture"],"providers":2,"confidence":0.997,"website":true,"phone":true,"michelin":false,"score":2.311,"percentile":95.08,"photo":null,"transit":null},{"rank":5,"place_id":"gers:554d8086-5efa-4d69-82ec-c0672d93168f","name":"Café e Restaurante Malagueta","category":"cafe","address":"R. Comendador João Lucas Vinhedo","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.3,"percentile":93.44,"photo":null,"transit":null},{"rank":6,"place_id":"gers:a03ce4ff-cbfd-4d7b-9521-ea67e3edbde3","name":"Café Container","category":"cafe","address":"R. Antônio Lapa, 1080","sources":["meta","overture"],"providers":2,"confidence":0.996,"website":true,"phone":true,"michelin":false,"score":2.298,"percentile":91.8,"photo":null,"transit":null},{"rank":7,"place_id":"gers:01f4c7ba-8abe-46c2-8e64-05fd689b1b0e","name":"Convenienza Café","category":"cafe","address":"R. Carolina Florence, 570","sources":["meta","overture"],"providers":2,"confidence":0.994,"website":true,"phone":true,"michelin":false,"score":2.287,"percentile":90.16,"photo":null,"transit":null},{"rank":8,"place_id":"gers:737edfd3-16e2-4a51-b033-1a9cc92a5b7b","name":"Gianduiotto - Delicias e Cafe","category":"cafe","address":"Rua Manoel Matheus, 1358","sources":["meta","overture"],"providers":2,"confidence":0.99,"website":true,"phone":true,"michelin":false,"score":2.258,"percentile":88.52,"photo":null,"transit":null},{"rank":9,"place_id":"gers:6027fc9b-9742-4254-ae9f-f019c312cb56","name":"380 Café","category":"cafe","address":"Av. Albino J. B. de Oliveira, 380","sources":["meta","overture"],"providers":2,"confidence":0.989,"website":true,"phone":true,"michelin":false,"score":2.25,"percentile":86.89,"photo":null,"transit":null},{"rank":10,"place_id":"gers:27770240-2c31-4091-ad7d-8297391cbff2","name":"GOMA arte e cultura","category":"cafe","address":"Avenida Santa Isabel, 518","sources":["meta","overture"],"providers":2,"confidence":0.988,"website":true,"phone":true,"michelin":false,"score":2.243,"percentile":85.25,"photo":null,"transit":null}]}