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Undergraduate Student Catalog 2011-2012
Bibliographic record
VenueNSUWorks (Nova Southeastern University) · 2011
Typeother
Languageen
FieldAgricultural and Biological Sciences
TopicPlant Diversity and Evolution
Canadian institutionsnot available
FundersJohn Jay College of Criminal JusticeBinghamton UniversityCollege of Engineering, Michigan State UniversityUniversity of Science and Technology of ChinaUniversity of Cape TownUniversity of GhanaUniversity of TehranOrta Doğu Teknik ÜniversitesiUniversity of DelhiTsinghua UniversityBeijing Normal UniversityUniversity of SouthamptonHaverford CollegeUniversidad del AtlánticoAuburn UniversitySt. Thomas UniversityVanderbilt UniversityYork UniversityConcordia University of EdmontonSimpson FundIllinois State UniversityKent State UniversityEastern Illinois UniversityKorea UniversityUniversity of the PacificStonehill CollegeKennesaw State UniversityFordham UniversityMcMaster UniversitySanta Clara UniversityFlorida State UniversityColorado State UniversityVirginia Commonwealth UniversityAdelphi UniversityNova Southeastern UniversityUniversity of PittsburghIowa State UniversityUniversity of WindsorGeorge Washington UniversityUniversity of South FloridaVrije Universiteit AmsterdamUniversity of AkronPomona CollegeUniversity of PennsylvaniaFlorida Atlantic UniversityUniversity College DublinCoastal Carolina UniversityEast Carolina UniversityBilkent ÜniversitesiCalifornia State University, SacramentoBall State UniversityUniversity of Nebraska-LincolnUniversity of Notre DameUniversity of North TexasNorthwestern UniversityUniversity of Central FloridaBrandeis UniversityUniversity of WashingtonNorth Carolina State UniversityPennsylvania State UniversityUniversity of ConnecticutSimon Fraser UniversitySt. Cloud State UniversityBeirut Arab UniversityJames Madison UniversityUniversity of MiamiBoston CollegeState University of New YorkFlorida International UniversityClemson UniversityArkansas State UniversityUniversity of California, IrvineUniversität WienUniversity of Northern ColoradoUniversity of Illinois at Urbana-ChampaignLouisiana Tech UniversityHarvard UniversityMichigan State UniversityLondon School of Economics and Political ScienceVillanova UniversityTemple UniversityOklahoma State UniversityUniversity of South CarolinaGeorgia Institute of TechnologyRice UniversityOhio State UniversityTexas State UniversityUniversity of OklahomaUniversity of Southern CaliforniaLouisiana State UniversityTulane UniversityGeorgia Southern UniversityNorth Dakota State UniversityDartmouth CollegeWestern Michigan UniversityPurdue UniversityUniversity of MumbaiSyracuse UniversitySouthern Methodist UniversityTowson UniversityBrown UniversityValparaiso UniversityUniversité de StrasbourgCleveland State UniversityUniversity of GlasgowGeorge Mason UniversityYale UniversityUniversity of Southern Mississippi
KeywordsUndergraduate studentStudent lifeKey (lock)Focus (optics)Higher education
DOInot available
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
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.
metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.063
Threshold uncertainty score0.994
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 | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.007 |
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.
Opus teacher head0.029
GPT teacher head0.187
Teacher spread0.158 · how far apart the two teachers sit on this one work
Validation status
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; both teacher heads agree on what is shown here.
Study designNot applicable
Domainnot available
GenreOther
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".
Quick stats
Citations0
Published2011
Admission routes1
Has abstractno