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Record W1572915491

Last Semester’s Enduring Impressions

2015· article· en· W1572915491 on OpenAlexaffvenue
Tina Huang, Tony Nguyen, Peter Graf

Bibliographic record

VenueCanadian social science · 2015
Typearticle
Languageen
FieldNeuroscience
TopicMemory Processes and Influences
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsRecallAutobiographical memoryPsychologyEmotionalityVariety (cybernetics)Point (geometry)Period (music)Academic yearPhenomenonChildhood amnesiaSocial psychologyPsychoanalysisCognitive psychologyMathematics educationEpisodic memoryCognitionAestheticsEpistemologyArtPhilosophyMathematics
DOInot available

Abstract

fetched live from OpenAlex

The increased recollection of events occurring at the beginning and end of a period, known as the end point effect, is a phenomenon widely reported in the autobiographical memory literature. We used an interview method to explore the end point effect and to find out what impressions students retain for an academic semester. Participants recounted recollections of events from an academic course that was completed in their immediately preceding semester, and then they rated each recollection on a variety of attributes such as emotionality and vividness. The results showed recollection peaks corresponding to the semester midpoint as well as corresponding to the endpoints of the semester; the results also showed that distinct content defined recollections contributed to the mid- and endpoints. The discussion focuses on the qualitative versus quantitative examination of autobiographical memory.

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)0.002
metaresearch head score (Gemma)0.011
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.082
GPT teacher head0.315
Teacher spread0.232 · 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
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
Published2015
Admission routes2
Has abstractyes

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