Bibliographic record
Abstract
Abstract ACWI, Advisory Committee on Water Information, Conference on TMDL Science Issues St Louis, MO 4–7 March 2001 Website: http://water.usgs.gov/wicp/upcom.html Symposium on the Application of Geophysics to Engineering and Environmental Problems Doubletree Hotel, Denver, Colorado 4–7 March 2001 Website: http://www.segeep.com/ Seventh Federal Interagency Sedimentation Conference Silver Legacy Hotel, Reno, Nevada 25–29 March 2001 Website: http://water.usgs.gov/wicp/SED7FISC_crfhtml International Conference and Workshop on Environmental Flows. Are there key scales for solute and pollutant transport? Westpark Centre, Dundee, Scotland Conference: 26–27 March 2001 Workshop: 28 March 2001 Website: http://www.scri.sari.ac.uk/assoc/envflows/Default.htm Saltwater Intrusion and Coastal Aquifers—Monitoring, Modeling, and Management Essaouira, Morocco Workshop: 18–21 April 2001 Conference: 23–25 April 2001 Contact: A Cheng, Department of Civil Engineering, University of Delaware, Newark DE 19716. USA Tel: +1 302 831 6787 Fax: +1 302 831 3640 E‐mail: cheng@ce.udel.edu Website: www.ce.udel.edu/faculty/cheng/saltnet/swica/ Euro‐Mediterranean Water Forum Marseilles, France 24–26 April 2001 Contact Committee Secretariat: Paul‐Henri Roux Tel: +33 (0) 4 91 59 87 87 Fax: +33 (0) 4 91 59 87 88 E‐mail: hydrotop@hydrotop.com Website: www.hydrotop.com Challenges of Water Resources Management in the Developing Countries in the 21st Century 6–10 May 2001 Visakhapatnam, India Tel: +2581 307 068 Fax: +2581 308 915 E‐mail: anarayan@zebra.uem.mz OH2: Symposium on the Origins and History of Hydrology from the Origins to the Present Day 9–11 May 2001 Dijon, France Dr J. P. Carbonnel, Colloque OH2, Case 123, 4 Place Jussieu, F‐75252 Paris Cedex 5, France Tel: +33 1 44276326 Fax: +33 1 44275125 E‐mail: jpc@biogeodis.jussieu.fr or oh2@biogeodis.jussieu.fr Asian Monsoon Variability on Milankovitch and Sub‐Milankovitch Time Scales Beijing, China 9–11 May 2001 Contact: S Clemens, Geological Sciences, Box 1846, Brown University, Providence, RI 02912–1846, USA Tel: +1 401 863 1964 Fax: +1 401 863 2058 E‐mail: Steven_Clemens@Brown.edu 58th Annual Eastern Snow Conference Ottawa, Ontario, Canada 14–17 May 2001 Contact: J. Pomeroy, Centre for Glaciology, Institute of Geography and Earth Sciences, University of Wales, Aberystwyth SY23 3DB, UK Tel: +44 1970 622781 Fax: +44 1970 622659 E‐mail: john.pomeroy@aber.ac.uk Website: http://www1.tor.ec.gc.ca/crysys/esc/ World Water and Environmental Resources Congress 2001 Orlando, Florida, USA 20–24 May 2001 Contact: L Kaplowitz, American Society of Civil Engineers, 1801 Alexander Bell Drive, Reston, VA 20191, USA Tel: +1 703 295 6014 Fax: +1 703 295 6144 E‐mail: lkaplowitz@asce.org Website: http:/www.asce.org/conferences/wwercongress/gencall.html Marine Technology (ODRA) 2001 Sczcecin, Poland 23–25 May 2001 Website: www.wessex.ac.uk Groundwater Quality 2001 3rd International Conference University of Sheffield, UK 18–21 June 2001 Contact: GQ2001 Conference Secretariat, GPRG, Department of Civil and Structural Engineering, University of Sheffield, Mappin Street, Sheffield S1 3JD, UK E‐mail: gq2001@sheffield.ac.uk Website: http://www.shef.ac.uk
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 | 0.001 | 0.004 |
| 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 | 0.005 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.889 | 0.794 |
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".