Bibliographic record
Abstract
Part I. A Decisions of GATT Panels: United States - Prohibition of Imports of Tuna and Tuna Products from Canada United States - Taxes on Petroleum and Certain Imported Substances Canada - Measures Affecting Exports of Unprocessed Herring and Salmon United States - Restrictions on Imports of Tuna (Tuna/Dolphin I) United States - Restrictions on Imports of Tuna (Tuna/Dolphin II) United States - Taxes on Automobiles Part I.B Decisions of WTO Panels and Appelllate Body: United States - Standards for Reformulated and Conventional Gasoline United States - Import Prohibition of Certain Shrimp and Shrimp Products Part I.C Summary of Other GATT/WTO Panel and Appellate Body Decisions: Thailand - Restrictions on Importation of and Internal Taxes on Cigarettes EC Measures Concerning Meat and Meat Products (Hormones) Part II.A Decisions of Canada-USA FTA Panels: In the matter of Canada's Landing Requirement for Pacific Coast Salmon and Herring Lobsters from Canada Part II.B Summary of Other Canada-USA FTA Panel Decision: In the Matter of Puerto Rico Regulations on the Import, Distribution and Sale of UHT Milk from Quebec Part III. Decisions of The Court of Justice of the European Communities: Case 172/82 Syndicat National des Fabricants Raffineurs d'Huile de Graissage and Others v. Groupement d'Interet Economique 'Inter-huiles' and Others Case 240/83 Procureur de la Republique v. Association de Defense des Br-leurs d'Huiles Usagees Case 302/86 Commission of the European Communities v. Kingdom of Denmark Case C-169/89 Criminal Proceedings against Gourmetterie Van den Burg Case C-182/89 Commission of the European Communities v. French Republic Case C-2/90 Commission of the European Communities v. Belgium Case C-405/92 Etablissements Armand Mondiet SA v. Armement Islais SARL Case C-41/93 French Republic v. Commission of the European Communities Case C-131/93 Commission of the European Communities v. Federal Republic of Germany Case C-284/95 Safety Hi-Tech Srl v. S&T Srl Index.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.013 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.183 | 0.062 |
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".