Toponyms of the Cree Amerindians and geological resources in Quebec, Canada
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
Among nomadic peoples, the designation of a geographical location is a way of locating itself directly in the visual field of the group concerned, unlike the GPS (satellite geolocation system) whose information is decrypted and retransmitted through artifacts. In the context of nomadism, if toponymy is a localization system with regard to moving from one place to another and common to a given group, its retranscription may differ according to the needs of such a society. This is the case with the toponymy of the Cree Amerindians and geological resources in Quebec. In this paper, the procedure for validating mineralogical indices from toponyms will take into account the fact that these names were created from the observation made by the Cree Native American nation: color, shine, texture. Why could toponyms be indicators of mineral resources and possibly of minerals as well?
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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