Corrigendum: Functional Diversity: An Epistemic Roadmap
Bibliographic record
Abstract
A change has been made to the author list. Christophe Malaterre (malaterre.christophe@uqam.ca) is Canada Research Chair in Philosophy of the Life Sciences and professor of philosophy at the Université du Québec à Montréal (UQAM). His research focuses on the analysis of explanatory schemas in the biological sciences, from origins of life to biodiversity studies. Antoine C. Dussault is a researcher at the Centre interuniversitaire de recherche sur la science et la technologie (CIRST) and philosophy instructor at Collège Lionel-Groulx. His main research interests are the philosophy of ecology and environmental ethics. Ely Mermans is a PhD candidate in philosophy at Université de Montréal and at Université Paris 1 Panthéon Sorbonne, who investigates the concept of keystone species in relation to ecocentric ethics. Gillian Barker is professor of philosophy at the University of Western Ontario. She specializes in environmental philosophy and broader relationship between science and values. Beatrix E. Beisner is professor of ecology in the Department of Biological Sciences at UQAM and directs the Interuniversity Group in Limnology and Aquatic Environments (GRIL). Her work focuses on aquatic biodiversity and community ecology. Frédéric Bouchard is professor of philosophy at the Université de Montréal. He specializes in the philosophy of biology, notably questions about individuality. Eric Desjardins is professor of philosophy at the University of Western Ontario. His research focuses on developing new perspectives for understanding and building resilient social-ecological systems. I. Tanya Handa is professor in the department of biological sciences at Université du Québec à Montréal (UQAM). Her research has contributed to extending the functional trait approach to understand community assembly, biotic interactions and ecosystem functions of soil invertebrates. Steven W. Kembel is Canada Research Chair in Plant Microbiomes and professor in the department of biological sciences at the UQAM. His research focuses on understanding the ecological and evolutionary processes responsible for patterns of plant and microbial biodiversity. Geneviève Lajoie is a PhD candidate in the department of biological sciences at the Université du Québec à Montréal (UQAM). Her research focuses on plant-microbe interactions. Virginie Maris is a researcher at the Centre d’écologie fonctionnelle et évolutive (CEFE UMR 5175), CNRS. She specializes in environmental philosophy, environmental ethics and the epistemology of ecology and conservation sciences. Alison D. Munson is affiliated with the Département des sciences du bois et de la forêt, Université Laval, Canada. Her research explores soil-plant relations in managed and natural ecosystems, tree diversity and ecosystem function, and plant traits in relation to soil carbon stabilization. Jay Odenbaugh is affiliated with the Department of Philosophy, Lewis & Clark College. He specializes in philosophy of ecology and evolution. Timothée Poisot is affiliated with the department of biological sciences at the Université de Montréal. He focuses on quantitative and computational ecology. B. Jesse Shapiro is Canada Research Chair in Microbial Evolutionary Genomics and affiliated with the department of biological sciences at the Université de Montréal. He is a computational evolutionary biologist interested in identifying ecologically and clinically important signatures of positive natural selection in microbial genomes. Curtis A. Suttle is affiliated with the Department of Earth, Ocean and Atmospheric Sciences, the Department of Botany, the Department of Microbiology and Immunology, and the Institute for the Oceans and Fisheries at the University of British Columbia, Canada. His research is primarily focused on viruses and their role in the environment.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.062 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.010 | 0.007 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.015 | 0.016 |
| Insufficient payload (model declined to judge) | 0.085 | 0.056 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".