Bibliographic record
Abstract
Abstract The GWP (Global Water Consulting Partnership) Consulting Partners (CP) Meeting Accra, Ghana 17–18 June 2002 Theme: IWRM and the Regions Other GWP meetings associated with the CP meeting in Accra: RTAC: June 12 TEC: June 13–15 WATAC/TEC: June 15 SC: June 19 SC Meeting Accra, Ghana 19 June 2002 Steering Committee 18th ICID Congress 21–28 June 2002 Montreal, Canada Organizers: ICID—CIID E‐mail: icid@icid.org XIV International Conference on Computational Methods in Water Resources Delft, The Netherlands 23–28 June 2002 Phone: +31‐152‐785074 Fax: +31‐152‐785915 Website: http://cmwr2002.citg.tudelft.nl Biennial Meeting of the International Environmental Modelling and Software Society Theme: Integrated Assessment and Decision Support University of Lugano, Switzerland 24–27 June 2002 Contact: Dr Andrea Rizzoli, Istituto Dalle Molle di Studi Sull' Intelligenza Artificiale, Galleria 2, CH‐6928 Manno, Switzerland Tel: +41 (0)91 6108664 Fax: +41 (0)91 6108661 E‐mail: andrea@idsia.ch 2nd International Conference New Trend in Water and Environmental Engineering for Safety and Life: Eco‐compatible solutions for Aquatic Environments Capri, Italy 24–28 June 2002 E‐mail: info@capri2002.com Website: http://www.capri2002.com Fifth International Conference on Hydroinformatics Cardiff School of Engineering, Cardiff University, Cardiff, Wales, UK 1–5 July 2002 Contact: Cherrie Summers, Hydroinformatics 2002 Secretariat Tel/Fax: +44 (0)29 2087 4421 E‐mail: SummersC@cardiff.ac.uk Website: http://www.cf.ac.uk/engin/news/confs/hydro/index.html The 11th International Conference for Science Editors Global Science Communication in the New Century Beijing, China 24–29 August 2002 Contact: Tel: 86 10 68597750/68597751 Fax: 86 10 68597748 E‐mail: cllan@cashq.ac.cn Website: http://www.cessp.org.cn/ifse.htm Annual Conference of the Society for Ecological Restoration: “Restoration Across Borders” Niagra Falls, Ontario 4–6 October 2001 E‐mail: SER2001@niagrac.on.ca Website: http://www.river‐management.org/conferences.html Wetland Soils and Hydrology Albuquerque, New Mexico 7–10 October 2001 Registration: $875 Information: Wetland Training Istitute, Post Office Box 31, Glenwood, New Mexico, 88039 Tel: 877/792‐6482 E‐mail: getinfo@wetlandtraining.com Website: http://www.river‐management.org/conferences.html 2002 Annual Water Resources Conference Philadelphia, Pennsylvania 4–7 November 2002 Website: http://www.spatialhydrology.com/ ICWRD—2002 International Conference on Water Related Disasters 5–6 December 2002 Organised by Indian Association of Hydrologists Roorkee and West Bengal Regional Centre Contact: Sri S. K. Banerjee/Professor S. C. Das Organising Secretary/Co‐Chairman (ICWRD—2002, IAH, WBRC) 12D/18 Naktala lane Kolkata—700047, WB, INDIA Tel: −241 6240 (R)/210 0085 (O) Fax: −033 241 6329 E‐mail: wb5rp@calz.vsnl.net.in or d‐subhas@mailcity.com 2002 AGU Fall Meeting San Francisco, California, USA 6–10 December 2002 Sponsor: American Geophysical Union (AGU) Contact: AGU Meetings, 2000 Florida Avenue, NW, Washington, DC 20009 USA Tel: +1‐202‐462‐6900
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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 | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.894 | 0.802 |
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; the direct Gemma label and the distilled Codex classifier 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".