Crónica de la Jurisprudencia del Tribunal de Justicia de las Comunidades Europeas: Sentencia Skatteverket - Sentencia de 11 de diciembre de 2007 (Gran Sala), International Transport Workers' Federation (Viking Line), asunto C-438/05 - Sentencia de 18 de diciembre de 2007 (Gran Sala), Laval un Partneri, asunto C-341/05
Bibliographic record
Abstract
La sentencia Skatteverket. Aclaraciones sobre la aplicacion del principio de libre circulacion de capitales en las relaciones entre los Estados miembros y los paises terceros. Alcance del derecho a adoptar medidas de conflicto colectivo como derecho fundamental que forma parte de los principios generales del derecho comunitario cuyo respeto garantiza el Tribunal de Justicia. El derecho de establecimiento en el sector de los transportes maritimos y el registro de un buque bajo el pabellon de otro Estado miembro: sentencia de 11 de diciembre de 2007 (Gran Sala), International Transport Workers' Federation (Viking Line), asunto C-438/05. La libre prestacion de servicios con desplazamiento de trabajadores en el sector de la construccion: sentencia de 18 de diciembre de 2007 (Gran Sala), Laval un Partneri, asunto C-341/05
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.012 | 0.012 |
| Scholarly communication | 0.010 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.005 | 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".