[The C0 line: from Delaire's analysis of craniofacial structure to modeling it on a computer spreadsheet].
Bibliographic record
Abstract
BACKGROUND: We developed a computer spreadsheet allowing mathematical modelization of Delaire's craniofacial architecture analysis. METHOD: An orthonormed drawing field was defined from the classical C1 line and the new C0 line. The cartesian coordinates defined anatomic points in this orthonormed field. Lines were drawn from the coordinate equations defined on the basis of the laws of plane geometry. These formulae were then entered into the spreadsheet. RESULTS: The spreadsheet automatically calculates the line equations, the angles separating these lines, and the coordinates of the constructed points, in the defined orthonormed field. This calculation is achieved using the coordinates of the user-measured anatomic points. A new order in line drawing allows simplification of manual drawing. DISCUSSION: We present the advantages and inconveniences of this new method which does not modify the final drawing result nor the interpretation of Delaire's analysis.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".