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Record W4309325995 · doi:10.1080/08924562.2022.2120748

Part 2—Enactivism and Learning to Play Tennis: Modification by Adaptation Enabling Action Spaces and Nonconscious Behavioral Mimicry

2022· article· en· W4309325995 on OpenAlexaboutno aff
Tim Hopper, Jesse Lee Rhoades

Bibliographic record

VenueStrategies · 2022
Typearticle
Languageen
FieldPsychology
TopicAction Observation and Synchronization
Canadian institutionsnot available
Fundersnot available
KeywordsMimicryEnactivismAdaptation (eye)Action (physics)Embodied cognitionCognitive sciencePsychologyCommunicationComputer scienceNeuroscienceArtificial intelligenceEcologyPhysicsBiologyAutopoiesis

Abstract

fetched live from OpenAlex

The second article (Part 2) builds on the theoretical and contextual foundation developed in paper one by exploring in more depth how to teach tennis based on the use of USTA modified equipment and Tennis Canada’s play-practice-play program. Drawing on the enactivist cognitive approach to teaching tennis, this paper shows how tennis players, through participatory sense making processes and non-conscious behavioral mimicry, self-organize their action spaces in relation to affordances in the game environment, including their opponent. Using modification by adaptation games this paper highlights specific examples associated with common tactical concepts of time, space, risk and force that can be used to maximize players’ game-based learning.

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)0.000
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 score0.466
Threshold uncertainty score0.502

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.085
GPT teacher head0.352
Teacher spread0.267 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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