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Record W4213078592 · doi:10.3389/feduc.2021.699885

Tree Stories: Assessment Making as Relationally Respecting, Dynamically Listening with Care, and Inviting Celebratory Journeying

2022· article· en· W4213078592 on OpenAlexfundno aff
Donna Brown

Bibliographic record

VenueFrontiers in Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsnot available
FundersUniversity of Alberta
KeywordsActive listeningNarrativeContext (archaeology)Nature versus nurtureExperiential learningPedagogyHolistic educationEmbodied cognitionPsychologySociologyAestheticsEpistemologyHistoryArt

Abstract

fetched live from OpenAlex

Through my recent Master of Education journey, I am becoming increasingly awake to the ways in which I value “place” when thinking of my autobiographical beginnings, teaching, learning, and assessment making alongside children. As a forest and nature kindergarten teacher in a K–6 elementary school, who is facing increasing class sizes, classroom complexity, parental anxieties, and children’s wide-awakeness to all these influences, I worry about early childhood development and the knowing that each of us, from an early age, holds embodied experiences which guide us and either nurture or hinder our development. I see the importance of co-creating environments to invite children, parents, and educators to think collaboratively, and emergently to come to learning and knowing and assessment making. Basso (1996) writes, “relationships to places are lived most often in the company of other people, and it is on these communal occasions – when places are sensed together – that native views of the physical world become accessible to strangers” (p. 109). We teach and learn in social contexts across time and in the world of formal education on landscapes called schools. However, my hope is for schools to be thought of in a broader context, which bends and sways as we ground ourselves in experiential pedagogies (Dewey, 1938). Pedagogies which are always in the midst and in the making. Narrative beginnings matter. With this thinking, we become awake to knowing that our collective approaches to the education of young children will significantly affect future leaders and the environment which sustains us. My current research puzzling for the purpose of this special issue is as follows: in what ways can land-based, place-based, emergent, and playful experiential learning approaches in school outdoor settings increase child, family, and teacher collaboration? What role might assessment making have in this collaboration and the child’s learning? Do the stories that children come to live and tell through this collaboration and their dynamic interaction with one another, their families and teachers, and more-than-human beings influence the lives they are making in the present in their early years of schooling i.e., K–3, and into their futures?

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)0.008
metaresearch head score (Gemma)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.020
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0120.026
Scholarly communication0.0160.020
Open science0.0020.016
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0100.003

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 head0.007
GPT teacher head0.303
Teacher spread0.296 · 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 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

Citations2
Published2022
Admission routes1
Has abstractyes

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