A Modified Golab-Schinzel Equation on a Restricted Domain (with Applications to Meteorology and Fluid Mechanics). Sitzungsberichte und Anzeiger der math.-nat. Klasse / Jahrgang 2002
Bibliographic record
Abstract
Seit 1848 stellen die Sitzungsberichte der mathematisch-naturwissenschaftlichen Klasse ein wichtiges Medium der naturwissenschaftlichen Wissensvermittlung dar. Seit einigen Jahren sind die Inhalte der letzterschienenen Bände auch über das Internet abrufbar. Inhalt:Abteilung I: Biologische Wissenschaften und Erdwissenschaften209. Band, Jahrgang 2002 - SitzungsberichteTunner, H., Eine autochthone Population der Europäischen Sumpfschildkröte Emys orbicularis L) an der Leitha (Österreich, Burgenland); Abteilung II: Mathematisch, Physikalische und Technische Wissenschaften 211. Band, Jahrgang 2002 - SitzungsberichteCigler, J., Einige q-Analoga der Lucas- und Fibonacci-Polynome; Grünes, S., Gleichungenin linearen rekurrenten Folgen , Teil 1; Grünes, S., Gleichungenin linearen rekurrenten Folgen, Teil 2; Grünes, S., Gleichungenin linearen rekurrenten Folgen, Teil 3; Kahlig, P. and Matkowski, J., A Modified Golab-Schinzel Equation on a Restricted Domain (with Applications to Meteorology and Fluid Mechanics); Kahlig, P., A New Elliptic Mean; Cigler, J., Some Relations Between Generalized Fibonacci and Catalan Numbers; Paschke, F., Analysis of Photon Shapes and Prediction of a New Quantization Rule; Hittmair, O., Ernest Rutherford und das Wiener Radiuminstitut: Ein Kommentar zu einem Briefwechsel, wesentlich Marie Curie betreffend, mit dem Institutsdirektor Stefan Meyer.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".