MétaCan
Menu
Back to cohort
Record W2276279084 · doi:10.18372/2520-6818.31.7847

PSYCHOHISTORIC CODE OF JOSEPH BOYDEN’S “THREE DAY ROAD”

2015· article· en· W2276279084 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueHumanitarian Education in Technical Universities · 2015
Typearticle
Languageen
FieldComputer Science
TopicEducational Methods and Teacher Development
Canadian institutionsnot available
Fundersnot available
KeywordsParallelsCharacter (mathematics)Construct (python library)IndigenousHuman development (humanity)Subject (documents)Code (set theory)Perspective (graphical)SociologyMainstreamNational developmentEpistemologyPsychologyPolitical scienceLawPhilosophyComputer scienceEcologyArtificial intelligenceLibrary scienceEngineeringMathematics

Abstract

fetched live from OpenAlex

The article discusses peculiarities of Joseph Boyden‘s novel «ThreeDay Road» psychohistoric code. Psychohistory of the novel is analyzed underthe concept of national character and the history of its formation. Paperexplores the psychohistory as an organizing construct for examining theories ofhuman development in the text of «Three Day Road». Various aspects ofimperialistic models of thinking represented in the novel are discussed alongwith the aspects of knowledge about human development from two points –mainstream Eurocentric paradigm, that is dominant in the society, as well asfrom First Nations‘ of Canada worldview. Perspectives on indigenous wisdomand ways of knowing are presented from national psychocode linking humandevelopment concerns to a holistic view of human development. The articlehighlights modern aspects of the First Nations‘ literary traditions which deepenunderstanding of parallels in Cree national character development throughsynthesis of national conscientious and un-conscientious. For the first time thepsychoanalytical theory is combined with actualization of Cree nationalcharacter evolution problems in the text analysis of Joseph Boyden‘s ―ThreeDay Road‖. The article focuses on determination of imperialistic and nationalentity codes in the text of the novel which are demonstrated upon differentlevels such as psychological, language, world outlook as well as religionperspectives. Theories about different stages of human development represented in maternal and parental codes and knowledge about assets thatfacilitate positive development of national subject at each stage of positivedevelopment in the novel are presented. Idea of national character formation inthe novel supports development that maintains positive adaptation to achanging world, and can provide a description of human development theoryfrom the perspective of traditional Aboriginal knowledge.

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.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.614
Threshold uncertainty score0.481

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.058
GPT teacher head0.316
Teacher spread0.258 · 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