Bibliography of Abstracts of English Language theses on Morocco 2021 and 2022
Bibliographic record
Abstract
Bibliography of Abstracts of English Language theses on Morocco 2021 and 2022 Mohamed Ben-Madani INTRODUCTION The following theses abstracts in English language on Morocco presented in the Universities of the United Kingdom, the United States, and Australia covering all fields of research, are published here for the benefit of interested scholars, students and librarians who wish to discover what has been done in those Universities from 2021 to 2022. These abstracts have not been included in any bibliographical work in the past and are arranged in Alphabetical order. We have previously published bibliographical work of English language theses abstracts presented in the United States, the United Kingdom, Canadian and other universities on Algeria from 1945 to the present day, Libya from 1936 to the present day, Maghreb from 1978 to the present day, Mauritania from 1965 to the present day, Morocco from 1928 to the present day, and Tunisia from 1952 to the present day. We have also devoted special issues of theses abstracts covering all fields of research, to Algeria, 1945–2001, Vol. 27, Nos. 2–4, 2002; Libya, 1936–2012, Vol. 41, No. 1, 2016; Morocco, 1928–2000, Vol. 26, Nos. 2–4, 2001 and 2001–2012, Vol. 38, No. 2, 2013; with further abstracts in the following volumes: Abstracts of English Language theses on Algeria, Vol. 7, Nos. 3–4, 1982, pp. 94–96; Vol. 44, No. 1, 2019, pp. 112–142; Vol. 45, No. 2, 2020, pp. 372–483; Résumés des Thèses Soutenues sur l’Algérie dans les Universités en France: 2018, 2019 et 2020, Vol. 47, 1, 2022, pp. 71–105; Libya: English: Vol. 12, Nos. 1–2, 1987, pp. 54–61; Vol. 23, Nos. 1–4, l998; Vol. 43, No. 3, 2018, pp. 211–352; Libya: French: Résumés des Thèses soutenues sur la Libye dans les Universités Françaises, 1986–2019, Vol. 46, No. 2, 2021, pp. 251–284; Maghreb: Vol. 21, Nos. 3–4, 1995, pp. 298–341; Vo1. 22, Nos. 3–4, 1997, pp. 251–98; Vol. 28, No. 1, 2003, pp. 119–122; Vol. 26, No. 1, 2001, pp. 82–92; Maghreb: en Français, Vol. 13, Nos. 1–2, 1988, pp. 136–149; Vo1. 14, Nos. l–2, 1989, pp. 139–144; Vol. 16, Nos. l–2, 1991, pp. 135–139; Vol. 17, Nos. 3–4, 1992, pp. 252–258; Vol. 18, Nos. 3–4, 1993 pp. 226–43; Vol. 20, Nos. 1–4, 1995, pp. 245–281; Vol. 24, Nos. 3–4, 1999, pp. 277–284; Vol. 33, Nos. 2–4, 2008, pp. 174–231; Morocco: Vol. 21, Nos. l–2, 1996, pp. 95–233; Vol, 40, No. 4, 2015, pp. 515–519; Vol. 42, No. 4, 2017, pp. 461–472; Vol. 46, No. 3, 2021, pp. 354–409; Morocco: en Français, Vol. 39, No. 1, 2014, pp. 58–81; Vol. 40, No. 2, 2015, [End Page 233] 233 pp. 206–221; Vol. 41, No. 4, 2016, pp. 575–582; Vol. 42, No. 4, 2017, pp. 473–480, Vol. 44, No. 3, 2019, pp. 378–399; Résumés des theses soutenues sur le Maroc dans les Universités Canadiennes en Français, Vol. 47, No. 2, 2022, pp. 157–170; Mauritania: Vol. 24, Nos. 1–2, 1999 pp. 65–75; Vol. 36, Nos. 3–4, 2011, pp. 329–56; Mauritania: French: Résumés des Thèses soutenues sur la Mauritanie dans les Universités Françaises, 1993–2020, Vol. 46, No. 2, 2021; Tunisia: English, Vol. 24, Nos. 3–4, 1999, pp. 128–268; Vol. 47, No. 1, 2022, pp. 35–70; Tunisia: en Français, Vol. 40, No. 2, 20l5, pp. 222–243. These Volumes are still available and can be ordered through our website: www.maghrebreview.com or through a bookshop. We accept credit cards online, with secure transactions handled by PayPal – however, we take no responsibility for any errors between customer and PayPal transactions transfers, but please inform us immediately of any problems which may arise. We hope that this bibliography of theses abstracts will be a useful reference tool for students, scholars and librarians for years to come. The Maghreb Review is...
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 | 0.003 | 0.025 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.023 | 0.037 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.453 | 0.260 |
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".