The role of Claudins during chick nephric duct formation
Bibliographic record
Abstract
Bone morphogenetic protein BMP-2 Bone morphogenetic protein 2 BMP-4 Bone morphogenetic protein 4 BSA Bovine serum albumin cCPE C-terminus of Clostridium perfringens enterotoxin cCPE 3 C-terminus of Clostridium perfringens enterotoxin that preferentially binds to Claudin-3 cCPE 4 C-terminus of Clostridium perfringens enterotoxin that preferentially binds to Claudin-4 cDNA complementary deoxyribonucleic acid CPE Clostridium perfringens enterotoxin CPE-R Clostridium perfringens enterotoxin receptor DF-1 Chicken embryonic fibroblast cell line Dlg1 Disc large tumor suppressor 1 E Embryonic day (mouse) eGFP Enhanced green fluorescent protein EMT Epithelial-to-mesenchymal transition Gata3 GATA binding protein 3 GDNF Glial-cell-line-derived neurotrophic factor GFRα1 GDNF family receptor alpha 1 GST Glutathione-S-transferase GST-C-CPE Glutathione-S-transferase C-terminus of Clostridium perfringens enterotoxin Guk Guanylate kinase HEPES 4-(2-hydroxyethyl)-1-piperazineeethanesulfonic acid HH Hamilton and Hamburger stage (chick) IPTG Isopropyl ß-D-1-thiogalactopyranoside JAM Junctional adhesion molecule KCl Potassium chloride kDa kiloDalton KH 2 PO 4 Potassium phosphate monobasic LB Luria broth Lim1 LIM homeobox protein 1 LLC-PK1 Pig kidney epithelial cells MDCK Madin-Darby canine kidney MET Mesenchymal-to-epithelial transition mIMCD3 Inner medullary collecting duct cell mRNA Messenger ribonucleic acid MUPP1 Multi-PDZ domain protein 1 Na 2 HPO 4 Sodium phosphate dibasic
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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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".