{ "_id": "6a0f69d4acfb0bcc41c5e014", "Package": "baserater", "Title": "Base-Rate Item Evaluation and Typicality Scoring Using Large\nLanguage Models", "Version": "0.1.2", "Authors@R": "person(\"Jeremie\", \"Beucler\", email = \"jeremie.beucler@gmail.com\", role = c(\"aut\", \"cre\"))", "Description": "Download typicality rating datasets, generate new\nstereotype-based typicality ratings using large language models\nvia the Inference Providers API\n(), and\nevaluate them against human-annotated validation data. Also\nincludes functions to extract stereotype strength and base-rate\nitems from typicality matrices. For more details see Beucler et\nal. (2025) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "URL": "https://jeremie-beucler.github.io/baserater/", "Config/pak/sysreqs": "libicu-dev libssl-dev libx11-dev", "Repository": "https://jeremie-beucler.r-universe.dev", "Date/Publication": "2025-11-19 09:55:36 UTC", "RemoteUrl": "https://github.com/jeremie-beucler/baserater", "RemoteRef": "HEAD", "RemoteSha": "116b3b42784ff29f07fb0d27670312d6a295ce41", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-21 08:53:33 UTC", "User": "root" }, "Author": "Jeremie Beucler [aut, cre]", "Maintainer": "Jeremie Beucler ", "MD5sum": "1bad7936a132b7adffdc831ba86d7fd2", "_user": "jeremie-beucler", "_type": "src", "_file": "baserater_0.1.2.tar.gz", "_fileid": "3e7050092cc140d1620d11045d5e9131907b46332f324b6013575e9cb0b9a944", "_filesize": 3454876, "_sha256": "3e7050092cc140d1620d11045d5e9131907b46332f324b6013575e9cb0b9a944", "_created": "2026-05-21T08:53:33.000Z", "_published": "2026-05-21T20:23:48.541Z", "_distro": "noble", "_jobs": [ { "job": 77261451041, "time": 150, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7131446973" }, { "job": 77261450923, "time": 147, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7131445897" }, { "job": 77261451190, "time": 195, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7131450621" }, { "job": 77261450731, "time": 280, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7131468861" }, { "job": 77261450527, "time": 231, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7131394114" }, { "job": 77261450314, "time": 136, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7146355739" }, { "job": 77261450607, "time": 74, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7131421301" }, { "job": 77261451196, "time": 95, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7131428306" }, { "job": 77261451295, "time": 85, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7131424408" } ], "_buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jeremie-beucler/baserater", "_commit": { "id": "116b3b42784ff29f07fb0d27670312d6a295ce41", "author": "Jérémie Beucler ", "committer": "Jérémie Beucler ", "message": "save\n", "time": 1763546136 }, "_maintainer": { "name": "Jeremie Beucler", "email": "jeremie.beucler@gmail.com", "login": "jeremie-beucler", "bluesky": "@jeremiebeucler.bsky.social", "twitter": "@jeremie_beucler", "description": "PhD student with Wim de Neys, Lucie Charles & Zoe Purcell at LaPsyDE; MSc in Cog Sciences ENS - interested in reasoning, intuition/deliberation & metacognition", "uuid": 56675793 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "cli", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "glue", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "httr2", "role": "Imports" }, { "package": "devtools", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "tidyverse", "role": "Suggests" } ], "_owner": "jeremie-beucler", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-21", "n": 1 }, { "week": "2025-42", "n": 6 }, { "week": "2025-45", "n": 3 }, { "week": "2025-47", "n": 2 } ], "_tags": [ { "name": "v0.1.1", "date": "2025-10-15" }, { "name": "v0.1.2", "date": "2025-10-15" } ], "_stars": 0, "_contributors": [ { "user": "jeremie-beucler", "count": 52, "uuid": 56675793 } ], "_userbio": { "uuid": 56675793, "type": "user", "name": "Jérémie Beucler", "description": "PhD student with Wim de Neys, Lucie Charles & Zoe Purcell at LaPsyDE; MSc in Cog Sciences ENS - interested in reasoning, intuition/deliberation & metacognition" }, "_downloads": { "count": 209, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/baserater" }, "_devurl": "https://github.com/jeremie-beucler/baserater", "_pkgdown": "https://jeremie-beucler.github.io/baserater/", "_searchresults": 1, "_rbuild": "4.6.0", "_assets": [ "extra/baserater.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/jeremie-beucler/baserater", "_realowner": "jeremie-beucler", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2025-11-11" }, { "version": "0.1.2", "date": "2025-11-18" } ], "_exports": [ "download_data", "evaluate_external_ratings", "extract_base_rate_items", "generate_typicality" ], "_help": [ { "page": "download_data", "title": "Load base-rate database, model typicality matrices, or human validation ratings", "topics": [ "download_data" ] }, { "page": "evaluate_external_ratings", "title": "Evaluate how new typicality ratings predict human ratings and compares performance to LLM baselines", "topics": [ "evaluate_external_ratings" ] }, { "page": "extract_base_rate_items", "title": "Create base-rate items from groups x descriptions typicality matrix", "topics": [ "extract_base_rate_items" ] }, { "page": "generate_typicality", "title": "Generate typicality ratings via an 'Inference Provider' (experimental)", "topics": [ "generate_typicality" ] } ], "_readme": "https://github.com/jeremie-beucler/baserater/raw/HEAD/README.md", "_rundeps": [ "askpass", "bit", "bit64", "cli", "clipr", "cpp11", "crayon", "curl", "dplyr", "generics", "glue", "hms", "httr2", "lifecycle", "magrittr", "openssl", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "rappdirs", "readr", "rlang", "stringi", "stringr", "sys", "tibble", "tidyr", "tidyselect", "tzdb", "utf8", "vctrs", "vroom", "withr" ], "_vignettes": [ { "source": "Introduction-to-the-baserater-package.Rmd", "filename": "Introduction-to-the-baserater-package.html", "title": "Introduction to the 'baserater' package", "engine": "knitr::rmarkdown", "headings": [ "0. Setup", "1. Downloading the Data", "2. Generating New Typicality Ratings from LLMs", "3. Evaluating New Ratings", "4. Constructing Base-Rate Items from Typicality Matrices", "Citation", "Inference Provider Setup" ], "created": "2025-05-11 22:05:14", "modified": "2025-11-18 15:52:18", "commits": 16 } ], "_score": 4.301029995663981, "_indexed": true, "_nocasepkg": "baserater", "_universes": [ "jeremie-beucler" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-05-21T08:56:08.000Z", "distro": "noble", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "9f1f0792616bf4e265899f41bdbf9f3b8a6f38ec15f052fe61649e4dd16876c4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.6.0", "os": "linux", "version": "0.1.2", "date": "2026-05-21T08:56:06.000Z", "distro": "noble", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "b178303e8d7cbcb2337519405ff881886a0e29261a78ab107af31a8c826a7585", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.5.3", "os": "mac", "version": "0.1.2", "date": "2026-05-21T08:56:18.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "a23cea8b128a943b27b0e93c71167f40855dbe8a2f731d7e2e3f1408a89feee5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.6.0", "os": "mac", "version": "0.1.2", "date": "2026-05-21T08:57:12.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "4dc5b88b02743f5878c161d3b9143a43555f52adb79fd6a5cfd2841da1e066f9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2", "date": "2026-05-21T20:23:34.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "ece4c82f63ca2cd4acf22a0dfb3854417c9aed4404c8fb918c5d4153db76e14e", "status": "success", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.7.0", "os": "win", "version": "0.1.2", "date": "2026-05-21T08:54:51.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "068fe9a3cebd4e7099c66e8b298c16d527d53c667a7e0c3e947b500d7ecbd194", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.5.3", "os": "win", "version": "0.1.2", "date": "2026-05-21T08:55:01.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "8007d9e9fae096c2d6980f0cb8c061ad0f5977b7008640cf7a226e909444e798", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" }, { "r": "4.6.0", "os": "win", "version": "0.1.2", "date": "2026-05-21T08:54:59.000Z", "commit": "116b3b42784ff29f07fb0d27670312d6a295ce41", "fileid": "e107a81e21af839f63878f0182909a450b3e0df9fc2ceeceeb4591243c91a423", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jeremie-beucler/actions/runs/26215717538" } ] }