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Record W7010735803

Interdisciplinary Master's Degree in Urban Studies

2021· article· en· W7010735803 on OpenAlexaboutno aff

Bibliographic record

VenueSUNY Digital Repository Support (State University of New York System) · 2021
Typearticle
Languageen
FieldDecision Sciences
TopicInterdisciplinary Research and Collaboration
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationUrban planningUrban studiesUrban sociologyUrban environment
DOInot available

Abstract

fetched live from OpenAlex

L'he vocational concerns exp rea$ed on poge 10 of the propO$ol tire u nderstandable t n the ~<111text of c:.urror, t stude.ntootives fo r higlle.reduca tion.the propot:1ed 80urcct1 o ( s tudents, however, suggest t h a t Rtudents in the progr11m will already be employed e .g school i'Uld coll ege teach ers a nd peTsou nel in vari ou& hf:alth and ao.:lal serv ice agencies .11HJI.tho conccrtlS expressed arc 1.ntcrpreted to in-\'ol...,e a n enrich:cent of coro.pete,1cerather c:han the development: of new a nd d ifferent c:.rree't8 .'0,e propo:3ed p Tograo is. also i nterpreced not co include professional education in hLL-nan envit:on:Y1e1l(S and t;;ervlcei; plann ing aa one of lta \'OcattO'll.conce-rn"I. J l. OUALl'J',,TlVf LNl)ICl!S A, General Rationale Th~ Urban Studies n.aater of Art& propostit <:-Oflt~i ne<l heTein has been developed to pro:ide an interdisciplinary f ocus on urban studies.'l"hc my riad.comp 1ex IRSJJC.swhich ehuracter1.r.e conte.m... porary urban society demand an academic approAch which c ncouc.t.ges P.n l\f)t)re<:!o.t1on foT the dtveY$(ty or nn.:ilytfcnl apo..-onches within the social sciences as ..,ell as the ability to make USt" of speclitc research met h ods t1n<l techniqUes for the ll),1.nrisemenr. of those issues.He see the potential for contTibutiona of several k.tnds fro:11 t.h 1s ;,rograo.:::.pe<.:1(1cally.the p..-ogTanl will otternpt to pursue the fol lowin;.;:goals: a) To acquaint the studtnt "''ith the fram0-work o[ l<.nowle<l.gepertatn{n~ to the complexities oC urban society and its tnherrnL charaetcr:l,$t1cs .b) To identify present and future urban problems and their underly lng cause$.c) To develop the analyticAl tools required to anAlyzc the .Lmpact of &oc:to-econowic (.actors on L-he l nst1 tutton!'IAnd qual ity of uTb~n life.. d) 'to a.naly..:e the dev<'!lopment and role of publt.cpolicy 1n copiDR with present and future urban problems.o) To bring reisourc1ts to bear on the critical urgency of finding vi~ble solutions to existing problems and predicting possible future alternative actions.Tho expected clientele for the Urban Studies Maat~r of A'ttS Program 1'.-t:11 be draw1, fro l' ll the Rochester-Monroe Countv }letro ... poliLan area.Monroe County is a large (1970 population: 711 ,917), raptdl> grc>wiug (population growth of 21% ro1t.1960 to 1970), urban county, '..'hich foros the hub of the ilochester SMSA.l'he incren!'linp, 1.ropottance <1! Hot1,:-oe Cou,,ty 111 tC.C'III.$ of employment <.llld comoutation, is seen in the addition of Orleans.Livingaton.and Wayne counties to Monr:oe County in i963 to c.ortpt:ise the lh'>ehestc r S:-iSA, and the addition of Ontario County in 1973 to the fouT count1efl LO e<impriae the.Rtteheflr.:.er SMSA current!\~.Wittlin "lonYoe Couot)' theye :rre a nt.md)er o( groups l-1ho .areexpected to provide the ba.slc clientele.for the program: a} '!'ht-: program should ha,.ean appeal to a la rge variety of persons with a genet:al or academic intereat in urbsn 3ffairs .'I'.he&e -.ould include pitople already teaching: in area h;l.gh schools .:indoommuni.t>'C(lllege$ , ,,..,ho wish r.o (l:(:.velopurban courses and programs in t h etr schools.

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 distilled prediction

Teacher imitation

Not 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.830
Threshold uncertainty score0.841

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.127
GPT teacher head0.337
Teacher spread0.210 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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
Published2021
Admission routes1
Has abstractyes

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