Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Combines empirical data and original analysis in a uniquely detailed account of Christianity in North Africa and West Asia This comprehensive reference volume covers every country in North Africa and West Asia, offering reliable demographic information and original interpretative essays by indigenous scholars and practitioners. It maps patterns of growth and decline, assesses major traditions and movements, analyses key themes and examines current trends. Key Features Profiles of Christianity in every country in North Africa and West Asia including clearly presented statistical and demographic information Analyses of leading features and current trends written by indigenous scholars Essays examining each of the major Christian traditions (Anglicans, Independents, Orthodox, Protestants, Roman Catholics, Evangelicals, Pentecostals/Charismatics) Essays explore key themes such as faith and culture, worship and spirituality, theology, social and political engagement, mission and evangelism, religious freedom, gender, inter-faith relations, monastic movements and spirituality, displaced populations and ecclesiology Contributors Ed Alden, Independent Scholar Sara Afshari, University of Edinburgh Najib George Awad, Hartford Seminary Katia Boissevain, Centre National de la Recherche Scientifique (CNRS) Charles Chartouni, Lebanese University and St Joseph University John Eibner, Christian Solidarity International (CSI) Kristian Girling, Boston College's School of Theology and Ministry Akram Habib, Independent Scholar Gabriel Hachem, Holy Spirit University of Kaslik (USEK) Hrayr Jebejian, General Secretary of the Bible Society in the Gulf Todd M. Johnson, Gordon-Conwell Theological Seminary Paolo Maggiolini, Catholic University of Milan Duane Miller, Saint Mary’s University in San Antonio Elizabeth Monier, University of Cambridge Rima Nasrallah, Near East School of Theology, Beirut David Neuhaus SJ, Latin Patriarchal Vicar Eric N. Newberg, Oral Roberts University in Tulsa Ewelina Ochab, ADF International Anthony O’Mahony, Heythrop College at the University of London Anna Poujeau, National Centre for Scientific Research (CNRS) in France Mitri Raheb, Dar al-Kalima University College of Arts and Culture in Bethlehem Donna M. Rizk, King’s College London Bernard Sabella, al-Quds University George F. Sabra, Near East School of Theology in Beirut Yazid Said, Liverpool Hope University Silvia Serrano, Université d’Auvergne Heather J. Sharkey, University of Pennsylvania Razek Siriani, lay deacon in the Syriac Orthodox Church of Antioch Georges Tamer, Friedrich-Alexander University Erlangen-Nuremberg Mariz Tadros, University of Sussex Samuel Tadros, Hoover Institution and Johns Hopkins University Hratch Tchilingirian, University of Oxford Herman G.B. Teule, Radboud University Nijmegen and University of Louvain Iyad Twal, Bethlehem University Wafik Wahba, Tyndale University and Seminary in Toronto Jack Wald, pastor of Rabat International Church Anastasia Yiangou, Independent Scholar Gina A. Zurlo, Gordon-Conwell Theological Seminary
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it