Additional file 1 of Concerted phenotypic flexibility of avian erythrocyte size and number in response to dietary anthocyanin supplementation
Bibliographic record
Abstract
Additional file 1: Fig. S1. Standardized effect sizes in response to anthocyanin-rich diet among non-flying (A) and flying starlings (B); in response to wind-tunnel flight activity among control-(C) and anthocyanin-diet (D) fed starlings. Effect size higher or lower than 0 indicates respectively higher or lower values among anthocyanin supplemented (panel A and B) or flying birds (panel C and D). Circles and squares depict directly measured and calculated variables respectively. Colors: light grey, dark grey and black indicate small (d ≥ 0.2), medium (d ≥ 0.5) and large effect (d ≥ 0.8) sizes following Cohen [138]. Standardized effect size (Cohen’s d) are reported with their 95% confidence interval. The detailed effect size estimates are described in the Additional file 1: Table S1. Hct Haematocrit; Hb content Haemoglobin content; RBCcount Red blood cell number; RBCarea Red blood cell surface area; MCH Mean cell haemoglobin; MCHC Mean cell haemoglobin concentration; MCV Mean cell volume; SA:V ratio Surface-area-to-volume ratio; TSAE Total surface area of erythrocytes; Hb:TSAE ratio Haemoglobin-to-total-surface-area-of-erythrocytes ratio. RBCmajor Red blood cell major length; RBCminor Red blood cell minor axis length; RBCar Red blood cell aspect ratio; RBCcirc Red blood cell circularity. Table S1. Effect size estimates (% change, absolute change and standardized Cohen’s d) for the comparisons of experimental groups (conditional effects) for all haematological variables considered in this study. Hct Haematocrit; Hb content Haemoglobin content; RBCcount Red blood cell number; RBCarea Red blood cell surface area; MCH Mean cell haemoglobin; MCHC Mean cell haemoglobin concentration; MCV Mean cell volume; SA:V ratio Surface-area-to-volume ratio; TSAE Total surface area of erythrocytes; Hb:TSAE ratio Haemoglobin-to-total-surface-area-of-erythrocytes ratio. RBCmajor Red blood cell major length; RBCminor Red blood cell minor axis length; RBCar Red blood cell aspect ratio; RBCcirc Red blood cell circularity.
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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 | 0.002 | 0.031 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.830 | 0.126 |
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".