{ "_id": "6a3a4eb36265ec60d620df07", "Package": "mtscr", "Type": "Package", "Title": "Multidimensional Top Scoring for Creativity Research", "Version": "2.0.0", "Authors@R": "c(\nperson(\n\"Jakub\", \"Jędrusiak\",\nemail = \"jakub.jedrusiak2@uwr.edu.pl\",\nrole = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(\nORCID = \"0000-0002-6481-8210\",\naffiliation = \"University of Wrocław\"\n)\n),\nperson(\n\"Boris\", \"Forthmann\",\nemail = \"boris.forthmann@uni-muenster.de\",\nrole = c(\"aut\", \"rev\"),\ncomment = c(\nORCID = \"0000-0001-9755-7304\",\naffiliation = \"University of Münster\"\n)\n),\nperson(\nc(\"Roger\", \"E.\"), \"Beaty\",\nemail = \"rebeaty@psu.edu\",\nrole = \"aut\",\ncomment = c(\nORCID = \"0000-0001-6114-5973\",\naffiliation = \"Pennsylvania State University\"\n)\n),\nperson(\n\"Maciej\", \"Karwowski\",\nemail = \"maciej.karwowski@uwr.edu.pl\",\nrole = \"aut\",\ncomment = c(\nORCID = \"0000-0001-6974-1673\",\naffiliation = \"University of Wrocław\"\n)\n)\n)", "Description": "Implementation of Multidimensional Top Scoring method for\ncreativity assessment proposed in Boris Forthmann, Maciej\nKarwowski, Roger E. Beaty (2023) .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "URL": "https://github.com/jakub-jedrusiak/mtscr", "BugReports": "https://github.com/jakub-jedrusiak/mtscr/issues", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "Config/pak/sysreqs": "cmake make libicu-dev libx11-dev", "Repository": "https://jakub-jedrusiak.r-universe.dev", "Date/Publication": "2025-07-28 09:12:57 UTC", "RemoteUrl": "https://github.com/jakub-jedrusiak/mtscr", "RemoteRef": "HEAD", "RemoteSha": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-23 09:11:47 UTC", "User": "root" }, "Author": "Jakub Jędrusiak [aut, cre, cph] (ORCID:\n, affiliation: University of\nWrocław),\nBoris Forthmann [aut, rev] (ORCID:\n, affiliation: University of\nMünster),\nRoger E. Beaty [aut] (ORCID: ,\naffiliation: Pennsylvania State University),\nMaciej Karwowski [aut] (ORCID: ,\naffiliation: University of Wrocław)", "Maintainer": "Jakub Jędrusiak ", "MD5sum": "4c6a874f8542595236b9e5759f723fbd", "_user": "jakub-jedrusiak", "_type": "src", "_file": "mtscr_2.0.0.tar.gz", "_fileid": "31b393d0ad31bfc6b09d7c94d2c6cc6fa3d53562d8e9f2acbb945e270ac0f52d", "_filesize": 1565381, "_sha256": "31b393d0ad31bfc6b09d7c94d2c6cc6fa3d53562d8e9f2acbb945e270ac0f52d", "_created": "2026-06-23T09:11:47.000Z", "_published": "2026-06-23T09:15:31.399Z", "_distro": "noble", "_jobs": [ { "job": 82918427504, "time": 182, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7816481432" }, { "job": 82918427608, "time": 173, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7816478050" }, { "job": 82918427465, "time": 80, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7816441756" }, { "job": 82918427454, "time": 88, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7816445063" }, { "job": 82917682955, "time": 231, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7816409835" }, { "job": 82918427435, "time": 145, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7816466279" }, { "job": 82918427522, "time": 135, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7816463322" }, { "job": 82918427540, "time": 106, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7816452140" }, { "job": 82918427575, "time": 117, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7816456802" } ], "_buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/jakub-jedrusiak/mtscr", "_commit": { "id": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "author": "Jakub Jędrusiak ", "committer": "Jakub Jędrusiak ", "message": "typos\n", "time": 1753693977 }, "_maintainer": { "name": "Jakub Jędrusiak", "email": "jakub.jedrusiak2@uwr.edu.pl", "login": "jakub-jedrusiak", "orcid": "0000-0002-6481-8210", "description": "PhD student in psychology at the University of Wrocław, Poland. Interested in creativity, semantic memory and creative thinking operations and strategies.", "uuid": 40692851 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.2.0", "role": "Depends" }, { "package": "broom.mixed", "role": "Imports" }, { "package": "cli", "role": "Imports" }, { "package": "dplyr", "version": ">= 1.1.0", "role": "Imports" }, { "package": "glmmTMB", "role": "Imports" }, { "package": "glue", "role": "Imports" }, { "package": "lifecycle", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "shiny", "role": "Suggests" }, { "package": "covr", "role": "Suggests" }, { "package": "datamods", "role": "Suggests" }, { "package": "DT", "role": "Suggests" }, { "package": "roxygen2", "role": "Suggests" }, { "package": "shinyWidgets", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "withr", "role": "Suggests" }, { "package": "writexl", "role": "Suggests" }, { "package": "bslib", "role": "Suggests" }, { "package": "rstatix", "role": "Suggests" } ], "_owner": "jakub-jedrusiak", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-28", "n": 2 }, { "week": "2025-29", "n": 2 }, { "week": "2025-30", "n": 5 }, { "week": "2025-31", "n": 3 } ], "_tags": [], "_topics": [ "creativity", "psychology", "psychometrics" ], "_stars": 0, "_contributors": [ { "user": "jakub-jedrusiak", "count": 143, "uuid": 40692851 }, { "user": "mebrooks", "count": 1, "uuid": 5310845 }, { "user": "olivroy", "count": 1, "uuid": 52606734 } ], "_userbio": { "uuid": 40692851, "type": "user", "name": "Jakub Jędrusiak", "followers": 3, "description": "PhD student in psychology at the University of Wrocław, Poland. Interested in creativity, semantic memory and creative thinking operations and strategies." }, "_downloads": { "count": 616, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mtscr" }, "_devurl": "https://github.com/jakub-jedrusiak/mtscr", "_searchresults": 1, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/mtscr.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/jakub-jedrusiak/mtscr", "_realowner": "jakub-jedrusiak", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2023-08-16" }, { "version": "1.0.1", "date": "2023-10-27" }, { "version": "1.0.2", "date": "2024-12-12" }, { "version": "2.0.0", "date": "2025-07-09" } ], "_exports": [ "mtscr", "mtscr_app", "mtscr_model", "mtscr_model_summary", "mtscr_score", "top_scoring" ], "_datasets": [ { "name": "mtscr_creativity", "title": "Creativity assessment through semantic distance dataset", "object": "mtscr_creativity", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "id", "response", "item", "SemDis_MEAN" ], "rows": 4585, "table": true, "tojson": true }, { "name": "mtscr_self_rank", "title": "Self-chosen best answers", "object": "mtscr_self_rank", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "subject", "task", "avr", "top_two" ], "rows": 3225, "table": true, "tojson": true } ], "_help": [ { "page": "mtscr", "title": "Create MTS model", "topics": [ "mtscr" ] }, { "page": "mtscr_app", "title": "Shiny GUI for mtscr", "topics": [ "mtscr_app" ] }, { "page": "mtscr_creativity", "title": "Creativity assessment through semantic distance dataset", "topics": [ "mtscr_creativity" ] }, { "page": "mtscr_self_rank", "title": "Self-chosen best answers", "topics": [ "mtscr_self_rank" ] }, { "page": "predict.mtscr", "title": "Extract scores from mtscr model", "topics": [ "predict.mtscr", "predict.mtscr_list" ] }, { "page": "summary.mtscr", "title": "Fit measures for mtscr model", "topics": [ "summary.mtscr", "summary.mtscr_list" ] }, { "page": "top_scoring", "title": "Simple top-scoring for creativity research", "topics": [ "top_scoring" ] } ], "_readme": "https://github.com/jakub-jedrusiak/mtscr/raw/HEAD/README.md", "_rundeps": [ "backports", "bit", "bit64", "boot", "broom", "broom.mixed", "cli", "clipr", "coda", "codetools", "colorspace", "cowplot", "cpp11", "crayon", "Deriv", "digest", "doBy", "dplyr", "farver", "forcats", "forecast", "fracdiff", "furrr", "future", "generics", "ggplot2", "glmmTMB", "globals", "glue", "gtable", "hms", "isoband", "labeling", "lattice", "lifecycle", "listenv", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "mgcv", "microbenchmark", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "parallelly", "pbkrtest", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "readr", "reformulas", "rlang", "S7", "sandwich", "scales", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "timeDate", "TMB", "tzdb", "urca", "utf8", "vctrs", "viridisLite", "vroom", "withr", "zoo" ], "_score": 3.6020599913279625, "_indexed": true, "_nocasepkg": "mtscr", "_universes": [ "jakub-jedrusiak" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.0.0", "date": "2026-06-23T09:14:42.000Z", "distro": "noble", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "6fd2966bc8fd103bd41881bff47ee8ea61dfc79bc7355ef4816c7c87710a67ee", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.6.0", "os": "linux", "version": "2.0.0", "date": "2026-06-23T09:14:32.000Z", "distro": "noble", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "9582a9c3dac3cffb33db073a337ae401153a9107b855a23cfc40366874652aab", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.5.3", "os": "mac", "version": "2.0.0", "date": "2026-06-23T09:13:12.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "dc52682fcb2a5cb2bb1c101d7dfbcc82755a7d582d19c0c36e0ad0ba41e63ec6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.6.0", "os": "mac", "version": "2.0.0", "date": "2026-06-23T09:13:18.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "9b5e3036896a4a04a2c46af77b39cbc4d02437fb313667c13e3723c4633a000f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.6.0", "os": "wasm", "version": "2.0.0", "date": "2026-06-23T09:14:29.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "483df8baa61a3441e6be6e470a88b501aa063e915fe5a483d09c47ef45b64ac1", "status": "success", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.7.0", "os": "win", "version": "2.0.0", "date": "2026-06-23T09:13:44.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "90c46eb50b3130a97389fa402b76b900a3040615df01bc6c18c8815e471e44b8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.5.3", "os": "win", "version": "2.0.0", "date": "2026-06-23T09:13:20.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "74b7f8eb22d44db2ef2d051a76212a85643943c7d86120955bea874b55406176", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" }, { "r": "4.6.0", "os": "win", "version": "2.0.0", "date": "2026-06-23T09:13:35.000Z", "commit": "c408e475a0542c2d5c124f7dd1dc1316b37c4635", "fileid": "b0e4c321d66e5c67d8f28670b92680a0071f3bfc381d5a73dd5b40231ef9ccb3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jakub-jedrusiak/actions/runs/28015183252" } ] }