MétaCan
Menu
Back to cohort
Record W2139119771 · doi:10.2307/3654683

Introducing Sociology: A Critical Perspective

2004· article· en· W2139119771 on OpenAlex
Metta Spencer, Murray Knuttila

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.

venuePublished in a venue whose home country is Canada.
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

VenueThe Canadian Journal of Sociology · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicContemporary Sociological Theory and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyPerspective (graphical)EpistemologySocial scienceComputer sciencePhilosophy

Abstract

fetched live from OpenAlex

NOTE: EACH CHAPTER ENDS WITH TERMS AND CONCEPTS CRITICAL THINKING QUESTIONS SUGGESTED FURTHER READINGS AND WEB SITES Preface to Second Edition Part I THE SOCIOLOGICAL PERSPECTIVE AND THE BASIC LANGUAGE OF SOCIOLOGY Chapter 1 UNDERSTANDING HUMAN BEHAVIOUR Science as a Way of Knowing Sociology and the Social Sciences Sociology as the Study of Structure and Agency Science, Theory, and the Origins of Sociology The Sociological Imagination and its 'Promise' Developing the Sociological Perspective Getting On with Sociological Analysis Chapter 2 HOMO SAPIENS: BIOLOGY AND CULTURE Physiological Needs and Drives Instinct Human Physiology Culture: The Work of Ruth Benedict and Margaret Mead The Characteristics of Culture Chapter 3 SOCIAL STRUCTURE AND THE LANGUAGE OF SOCIOLOGY Culture and Society The Elements of Social Structure The Tools of Sociology Chapter 4 SOCIALIZATION The Biological Processes The Human Personality Types of Socialization Agents or Agencies of Socialization The Cultural Determinist Position The Cases of Feral Children Chapter 5 THEORIES OF SOCIALIZATION Conditioning Theory Jean Piaget The Symbolic Interactionist Approach Sigmund Freud Towards a Sociological Synthesis What Do Twin Studies Tell Us? Part II THEORIZING SOCIETY Chapter 6 SCIENCE, THEORY, AND THE ORIGINS OF SOCIOLOGY The Historical Background Auguste Comte and the Emergence of a Discipline Emile Durkheim Max Weber's New Blueprint for Analysis Chapter 7 CONTEMPORARY SOCIOLOGICAL THEORY The Structural Functionalist Perspective Neo-Marxist Social Theory The Symbolic Interactionist Perspective Conclusion CBhapter 8 CLASSICAL SOCIOLOGY'S LACUNA: THEORIZING SEX AND GENDER Biological Theories Structural Functionalist Thought Liberal Feminism Marxian Feminism Radical Feminism Socialist Feminism: Hartmann and Barrett Third Wave Feminism Conclusion Part III APPLYING SOCIOLOGICAL THEORIES AND CONCEPTS Chapter 9 EXPLAINING SOCIAL INEQUALITY Social Inequality in Canada The 'Discovery' of Class in North America The Structural Functionalist: Parsons, David, and Moore The Dimension of Social Stratification Marxist Theories of Class Neo-Marxism and Class Analysis The Study of Social Inequality in Canada: New Directions in Class Analysis Chapter 10 THE POLITY AND POLITICAL POWER Pluralism Power and the Ruling Class: The Marxian Perspective Revising Marx: Neo-Marxism on the State Classical Elite Theory Chapter 11 RACE AND ETHNICITY AND DIFFERENCE Defining Race, Ethnicity, and 'Other' Race in Western Thought: Early Views of Difference, Inequality, and Race Race and Modernity Genome Science and Race Sociological Theory, Race, and Ethnicity Race, Ethnicity, and Colonialism in Canada Some Further Theoretical and Empirical Considerations Chapter 12 DEVIANCE AND SOCIAL CONTROL Biological Explanations Emile Durkheim Parsons and Merton Conflict Theory and the Study of Deviance Neo-Marxism or Power-Conflict Theory Symbolic Interactionism and Deviance: Labelling Theory Feminist Theory Chapter 13 SOCIOLOGICAL APPROACHES TO THE STUDY OF FAMILIAL RELATIONS Basic Definitions The Structural Functionalist Approach The Neo-Marxist Approach The Feminist Challenge to Sociological Thought Chapter 14 GLOBALIZATION A Brief History of World Capitalism How Do We Make Sense of the World Economy? Conclusion Postscript THE SOCIOLOGICAL IMAGINATION REVISITED AND NEW DIRECTIONS IN SOCIAL THEORY Beyond the Existing Approaches Structuration Theory and an Alternative Framework The Limits of Abstract Theory The Postmodernist Critique The Sociological Imagination Revisited References Index

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)0.005
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesScience and technology studies
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 score0.620
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.009
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.059
GPT teacher head0.372
Teacher spread0.313 · 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