ENDEMICS AND IMMIGRANTS: NORTH AMERICAN TERRESTRIAL ISOPODS (ISOPODA, ONISCIDEA) NORTH OF MEXICO
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
[Terrestrial isopod species recorded from Canada and the continental United States are listed with the original literature citation for each province and state record. The major habitat preference of each species is given. Marine littoral and cave dwelling species are generally endemics and the majority of isopods from other habitat types are assumed immigrants. Distribution and habitat data are analysed for implications regarding the origins of various elements of the North American fauna and conservation concerns. La liste des especes d'isopodes terrestres du Canada et des Etats-Unis continentaux est fournie, ainsi que la citation originale dans la litterature pour chaque signalement de province et d'etat. La preference dominante pour l'habitat est indiquee pour chaque espece. Les especes marines littorales et souterraines sont generalement endemiques et la majorite des isopodes des autres types d'habitat sont consideres comme immigrants. Les donnees sur la repartition et l'habitat sont analysees pour determiner les implications en ce qui concerne les origines des divers elements de la faune d'Amerique du Nord et leur prise en compte en vue de leur conservation., Terrestrial isopod species recorded from Canada and the continental United States are listed with the original literature citation for each province and state record. The major habitat preference of each species is given. Marine littoral and cave dwelling species are generally endemics and the majority of isopods from other habitat types are assumed immigrants. Distribution and habitat data are analysed for implications regarding the origins of various elements of the North American fauna and conservation concerns. La liste des especes d'isopodes terrestres du Canada et des Etats-Unis continentaux est fournie, ainsi que la citation originale dans la litterature pour chaque signalement de province et d'etat. La preference dominante pour l'habitat est indiquee pour chaque espece. Les especes marines littorales et souterraines sont generalement endemiques et la majorite des isopodes des autres types d'habitat sont consideres comme immigrants. Les donnees sur la repartition et l'habitat sont analysees pour determiner les implications en ce qui concerne les origines des divers elements de la faune d'Amerique du Nord et leur prise en compte en vue de leur conservation.]
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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