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Record W4300465126 · doi:10.46692/9781447326182.006

Strategic participation for change

2016· other· en· W4300465126 on OpenAlexaboutno aff
Lake Sagaris

Bibliographic record

Venuenot available
Typeother
Languageen
FieldBusiness, Management and Accounting
TopicOrganizational Change and Leadership
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessProcess management

Abstract

fetched live from OpenAlex

Introduction: bringing context into focus to understand the power of participation As discussed elsewhere in this book, transport planners seeking to build more sustainable urban transport systems generally view Bus Rapid Transit (BRT) as an option that offers substantial advantages, in terms of flexibility, implementation, public–private arrangements, capacity and other elements. Moreover, when treated as the articulator of a whole transport system and major contributor to resilience overall, BRT can also enhance health, environmental quality, social integration and equality, among other benefits. Often these benefits are not realised, despite planners’ and politicians’ efforts to position BRT as an alternative to better known approaches, such as metros/subways, trains and light rail. In these conditions, traditional participation methods, which primarily involve vertical delivery of information to passive recipients, do not help and can hurt. Often, citizens see these as largely hollow rituals that do not genuinely consider the needs and desires of diverse, often marginalised groups (Bickerstaff et al 2002). With a few exceptions, BRT has provoked indifference, hostility and rejection among the general public and political leaders. This is highly problematic, given that for BRT to accomplish the larger/sustainability goal of transforming street/public space it requires active support from the public, particularly vocal and respected organisations, committed public health officials, transit riders, cyclists and pedestrians, given the prevailing bias favouring car use in many cities. This chapter examines issues of public buy-in, focusing on experiences in Santiago, Chile. Unlike traditional views, which examine participation largely from a process-centred perspective, this chapter starts by examining issues of democratisation in established, post-World War II democracies (Canada, the US, most of Europe), and in newly democratising countries, particularly in Latin America, as these affect the relevant policy making environment. Terminology is complex, with ‘citizen engagement’ being the most common in the English-language literature, based primarily on experiences in North America and Europe, while participación ciudadana (citizen participation) is widely used in Latin America. Although analogous, the terms enclose a world of difference. The first refers to permanent procedures for citizen involvement, practised in the context of established democracies, with diverse civil society actors and elected ‘public servants’ at the local and regional levels. Their relationships tend to be relatively horizontal, although there are many exceptions.

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 imitation

Not 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.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.035
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0110.029
Scholarly communication0.0180.015
Open science0.0020.017
Research integrity0.0080.009
Insufficient payload (model declined to judge)0.0350.007

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 head0.219
GPT teacher head0.313
Teacher spread0.094 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2016
Admission routes1
Has abstractyes

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