LCTPC pre-meeting to prepare for ILD meeting in Paris 28-30 Jan 2010
Bibliographic record
Abstract
Discuss and prepare TPC R&D issues for the Paris ILD meeting\n\n\nMONDAY 18 January 2010\nWest Coast East Coast W.Europe Japan\n00:00 03:00 09:00 17:00\n\n\n====================================\nYou have Hello Jan Timmermans,\nBOOKED a meeting in EVO (http://evo.caltech.edu).\n\nTitle: LCTPC pre-meeting to prepare for ILD @ Paris\nDescription: Discuss and prepare TPC R&D issues for the Paris ILD meeting\nCommunity: ILC\nPassword: lctpc\n\nMeeting Access Information:\n- Meeting URL\n http://evo.caltech.edu/evoGate/koala.jnlp?meeting=MMMeMn2I2uD9Di9u9lD29M\n\n- Password: lctpc\n- Phone Bridge\n ID: 1507809\n Password: 2192\n\nCentral European Time (+0100)\n Start 2010-01-18 08:30\n End 2010-01-18 16:30\n\nJapan Standard Time (+0900)\n Start 2010-01-18 16:30\n End 2010-01-19 00:30\n\nEastern Standard Time (-0500)\n Start 2010-01-18 02:30\n End 2010-01-18 10:30\n\nPacific Standard Time (-0800)\n Start 2010-01-17 23:30\n End 2010-01-18 07:30\n\n\nEVO Phone Bridge Telephone Numbers:\n---------------\n- USA (Caltech, Pasadena, CA)\n +1 626 395 2112\n\n- Switzerland (CERN, Geneva)\n +41 22 76 71400\n\n- Slovakia (UPJS, Kosice)\n +421 55 234 2420\n\n- Italy (INFN, several cities)\n http://server10.infn.it/video/index.php?page=telephone_numbers\n Enter '4000' to access the EVO bridge\n\n- Germany (DESY, Hamburg)\n +49 40 8998 1340\n\n- USA (BNL, Upton, NY)\n +1 631 344 6100\n\n- United Kingdom (University of Manchester)\n +44 161 306 6802\n\n- Australia (ARCS)\n +61\n Adelaide 08 8463 1011\n Brisbane 07 3139 0705\n Canberra 02 6112 8742\n Hobart 03 623 70281\n Melbourne 03 8685 8362\n Perth 08 6461 6718\n Sydney 02 8212 4591\n\n- Netherlands (Nikhef, Amsterdam)\n +31 20 7165293\n Dial '2' at the prompt\n\n- Canada (TRIUMF, Vancouver)\n +1 604 222 7700\n\n- Czech Republic (CESNET, Prague)\n +420 95 007 2386\n\n---------------\n
Stored with the screening record, where it is evidence for the labels above.
How this classification was reachedexpand
The three-model screen
all 5,600 screened works →All three models called this out of scope.
Meeting-invitation record with dial-in details for a particle detector R&D collaboration call; the indexed OpenAlex topic 'Academic Publishing and Open Access' is spurious and there is no metaresearch content.
This is a meeting announcement concerning detector research coordination and is contextual rather than analytic metaresearch.
Meeting booking notice for particle-detector R&D coordination; announcement, not metaresearch study.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.855 | 0.832 |
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".