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Record W3126142249

Une Procédure en Difficulté: A Blueprint for Resolving 'Special' Education Disputes Through a Quasi-Inquisitorial Administrative Process

2016· article· fr· W3126142249 on OpenAlexaboutno aff
Stephen A. Rosenbaum

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2016
Typearticle
Languagefr
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsAdjudicationAdversarial systemLawArgument (complex analysis)BlueprintSpecial educationCommonwealthMediationPolitical scienceAdministrative lawPsychologySociologyMedicineEngineering
DOInot available

Abstract

fetched live from OpenAlex

In this essay, disability practitioner and scholar Stephen Rosenbaum proposes a radical change in the United States administrative adversarial adjudicatory process for resolution of “special” education disputes between educators and students with disabilities, looking for inspiration in part to Canada and the Commonwealth’s use of an inquisitorial approach. Typically, the dispute is over whether the students—termed “les enfants en difficulté” in French-speaking Canada—are receiving an appropriate array of instructional interventions and services. Adversarial adjudication has had many critics over the years. Asking a judge to weigh the parent (or student’s) preferred options under the U.S. Individuals with Disabilities Education Act [IDEA] against those of the school administration may not be the optimal method for designating a pupil’s educational program—nor a good use of time and money. \n\nThe author’s blueprint calls for replacing the IDEA due process hearing with another model in instances where the family and school authorities disagree about the components of a student’s instructional program. Under current law, the hearing is typically conducted by an administrative jurist in which the parties present evidence, expert testimony and argument, if they have been unable to resolve their disagreement at a school-based team meeting, mediation or some other informal conference. In the proposal presented here, disagreements would instead be reviewed by a “special master” whose expertise is in education or disability rather than law. Through a process of problem-solving or “active adjudication,” the master (or “independent educational reviewer”) would attempt to quickly resolve the dispute over appropriate placement, instructional strategies and/or services. The master could hold a conference, conduct a hearing or brief investigation, receive more documents, consult with experts or correspond in some other mode with the parties. The master’s determination would be subject to judicial review in limited circumstances.\n\n \n\nDans le présent essai, Stephen Rosenbaum, avocat et universitaire spécialisé en matière d’éducation et de la situation de handicap, s’inspire en partie de l’approche inquisitoire suivie au Canada et au Commonwealth pour proposer une modification radicale du processus contradictoire qu’utilisent les instances administratives américaines pour résoudre les différends opposant les éducateurs et les élèves avec les incapacités intellectuelles ou psycho-sociales. Habituellement, le différend porte sur la question de savoir si les élèves, appelés « les enfants en difficulté » dans le Canada francophone, reçoivent un éventail approprié de services d’aide et d’intervention en matière d’éducation. Le processus contradictoire a été décrié à maintes reprises au fil des années. Demander au juge de soupeser les options que privilégient les parents (ou les élèves) en application de la loi des États-Unis intitulée Individuals with Disabilities Education Act [IDEA] par rapport à celles de l’administration scolaire n’est peut-être pas la meilleure façon de procéder pour élaborer le programme d’éducation d’un élève, et ne représente pas non plus une bonne utilisation des ressources.\n\nL’auteur propose de remplacer l’audience équitable prévue par l’IDEA par un autre processus dans les cas où la famille et les autorités scolaires ne s’entendent pas sur le contenu du programme d’éducation d’un élève. Selon la loi actuellement en vigueur, l’audience est habituellement conduite par un juriste administratif devant lequel les parties présentent des éléments de preuve, des témoignages d’expert et des arguments, si elles ont été incapables de régler leur différend lors d’une rencontre, d’une séance de médiation ou d’une autre conférence informelle avec une équipe pluridisciplinaire de l’école. Dans le modèle proposé ici, les désaccords seraient plutôt examinés par un « special master » (conseiller spécial) qui serait spécialisé en matière d’éducation ou de la situation de handicap plutôt qu’en droit. Dans le cadre d’un processus axé sur la résolution de problèmes ou sur l’« arbitrage actif », le conseiller (ou l’« examinateur pédagogique indépendant ») s’efforcerait de régler rapidement le différend au sujet du placement ou des services ou stratégies pédagogiques qui conviennent. Le conseiller pourrait tenir une conférence, conduire une audience ou une brève enquête, recevoir d’autres documents, consulter des experts ou correspondre d’une autre manière avec les parties. La décision du conseiller serait susceptible de contrôle judiciaire dans des circonstances restreintes.

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)0.259
metaresearch head score (Gemma)0.196
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.259
Threshold uncertainty score0.914

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2590.196
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0040.002
Science and technology studies0.0200.130
Scholarly communication0.0310.043
Open science0.0080.026
Research integrity0.0290.050
Insufficient payload (model declined to judge)0.0060.005

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 head0.263
GPT teacher head0.585
Teacher spread0.322 · 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.

Study designTheoretical or conceptual
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
Published2016
Admission routes1
Has abstractyes

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