Bibliographic record
Abstract
Inspired by a keen interest in modern theology for the resumption of Augustinian Mariology, of which important traces are found in the Mariology of Vatican II (Lumen Gentium, 52-69), the article presents in a systematic way the main issues and guidelines of the Marian theology of the bishop of Hippo. In the light of the Christ-centeredness of Augustinian Mariology twelve doctrinal themes and principles covered by the theologian are enucleated: Mary's cooperation in redemption, the divine motherhood, spiritual motherhood for believers, virginity, the issue of the vow and the marriage with Joseph, the role of exemplar for married couples and for consecrated persons, the Marian sign of assurance for the anthropological dignity of both sexes in relation to salvation, freedom from sin, the conditions for a devotion to Mary, Mary as the noblest new earth in the midst of the whole universe. Not neglecting further important developments in Mariology, in Augustine we found already the essentials of the Catholic Marian corpus, and we can see an openness to several Marian themes that will be specified only later.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.003 |
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; both teacher heads agree on what is shown here.
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".