Arnat atugarissaarnerlu Savalimmiuni, Kalaallit Nunaanni, Islandimilu
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Nunani avannarlerni killerni agguaqatigiisillugit arnat annertussusaat angutinit appasinneruvoq, nunani avannarlerni nunanut allanut sanilliullugit. Paasissutissat assigiinngitsut tikkuarsimavaat, pingaartumik arnat inuusuttut avinngarusimasuneersut qimagullutik aallartartut, "uteqqinnissaq" artornartutut misigisaraat. Qulaani taaneqartoq aallaavigalugu, Naligiissitaaneq pillugu Avannaani Atorfillit suleqatigiissitaata, Nunani Avannarlerni Killerni arnat pillugit aammalu atugartuussuseq pillugu naalakkersuinikkut apeqqutit pillugit ilisimatusarneq aallartisarpaat. Misissuinerup siunertaraa Savalimmiuni, Kalaallit Nunaanni Islandimilu atugartuussutsikkut aaqqiisimanerit qulajaavigissallugit, aammalu taakku aaqqiinerit, arnat inuusuttut isumaat naapertorlugit, namminneq inuunerminnut qanoq sunniuteqarnersut. Misissuinerup suussusilerpai atugartuussuseq pillugu naalakkersuinikkut apeqqutit, nunani pingasuusuni taaneqartuni arnanut inuusuttunut pingaaruteqartutut nalilerneqartut, aammalu nunani avannarlerni killerni arnat inissisimanerannut, kiisalu arnat angutillu naligiissitaanerannut nukittorsaataasinnaasutut isigineqartut. Misissuinerup itisilerlugit misissoqqissaarpai, nunani pineqartuni pisortatigut paasissutissiinerit pillugit inuit sumiiffinnut agguataarsimaneri, atugartuussutsikkut aaqqiisimanerit, suliffeqarfeqarfik pillugu il. il. Ilanngullugu ataatsimoortut assigiimmik tunuliaqutallit assigiinngitsunut katitigaasut apersorneqarneri nunani taaneqartuni ingerlanneqarput. Nalunaarusiaq pingasunik immikkoortoqarpoq; Savalimmiuni arnat atugartuussuserlu, Kalaallit Nunaanni arnat atugartuussuserlu aammalu Islandimi arnat atugartuussuserlu. Allaaserinnittut inuiaqatigiilerituujupput Savalimmiuni, Kalaallit Nunaanni Islandimilu atugartuussuseq pillugu ilisimatusarnerni akuusarsimasut. Allaaserinnittut tassaapput, aaqqissuisup Guðbjörg Linda Rafnsdóttir-ip saniatigut, Karin Johanna L. Knudsen, KarieKathrine Poppel aammalu Ingibjörg Lilja Ómarsdóttir. Nalunarusiaq isigineqassaaq Avannaani Nunat Killerni atugartuussutsikkut pissutsit arnat inuusuttut isaannit isigaluni qulaajaanertut, saniatiglu aamma nalunaarut isigineqassaaq ilaatigut Avannaani Nunani Killerni qinikkat ilinniarsimasullu atugartuussuseq pillugu apeqqutinik suliaqartunut, aammalu naligiissitaaneq pillugu suliaqartunut sakkussaqqissuuvoq.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it