Bibliographic record
Abstract
Maren Borkert and Tiziana Caponio 1 From the nation state to the city: the emergence of local integration as a European policy issue 2 The study of local integration policy in Europe: where are we and where we are going? 3 The content of the book 1. Naturalisation politics in Switzerland: explaining rejection rates at the local level Marc Helbling 1 Introduction 2 What is to be explored: naturalisation procedures in Swiss municipalities 3 What is to be explained: the rejection rate 4 Looking for explanations: local citizenship politics in Europe 5 The arguments and how to operationalise them 6 The impact of cultural and political factors 7 Conclusion 2. Grassroots multiculturalism in Italy: Milan, Bologna and Naples compared Tiziana Caponio 1 Integration models at a crossroad: a defeat of multiculturalism? 2 Policies for immigrants in Milan, Bologna and Naples: a comparison of official priorities 3 Policy networks and implementation: a reconstruction of practices 4 Explaining grassroots multiculturalism: actors' logic in different contexts 5 Conclusion 3. Young immigrants' low participation in the German vocational training system: how local actors in Munich and Frankfurt/Main try to make a difference Can M. Aybek 1 Introduction 2 The situation of young immigrants in the German vocational education system 3 Integration policy and local governance of vocational training 4 Introducing and establishing new approaches in VET 5 Conclusion 4. Local policies concerning unemployment among immigrant youth in Amsterdam and in Berlin: towards strategic replacement and pragmatic accommodation Floris Vermeulen and Rosanne Stotijn 1 Introduction 2 The policy paradox: the dilemma of recognition 3 Local integration policies in Amsterdam 4 Local integration policy in Berlin 5 Immigrant youth unemployment in Amsterdam and in Berlin 6 Conclusion 5. Managing religious pluralism in Canadian cities: mosques in Montreal and Laval Aude-Claire Fourot 1 Introduction: cities and the current challenges of religious pluralism 2 Issues and approaches associated with creating Muslim places of worship 3 Muslim places of worship: a configurational analysis of institutionalisation processes 4 Examples of institutionalisation processes 5 Conclusion Conclusion: making sense of local migration policy arenas Tiziana Caponio 1 Introduction 2 Looking for commonality in extreme difference: local policy arenas in the migration field 3 The contexts: the role of local authorities in migration policymaking in Germany, Italy, the Netherlands, Switzerland and Canada 4 Policymaking patterns in local migration policy arenas: evidence from case studies 5 Conclusion
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.008 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.007 | 0.014 |
| Scholarly communication | 0.013 | 0.008 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.013 | 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".