MétaCan
Menu
Back to cohort
Record W316004508

Vol37#2 Confessions of a Qualitative Researcher: Reflexive Photography and the Exhibition of Culture in Schools

2004· article· en· W316004508 on OpenAlexaboutno aff
Michael J. Zamban

Bibliographic record

VenueScholarSpace (University of Hawaii at Manoa) · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsnot available
Fundersnot available
KeywordsExhibitionSociologyQualitative researchPedagogyReflexivityOutreachMulticulturalismSituatedPsychologyMedia studiesVisual artsSocial sciencePolitical scienceArt
DOInot available

Abstract

fetched live from OpenAlex

in Madison, when I received an invitation from the office of International Students Services to participate in a cultural outreach program, that I began to critically examine my involvement in the design and implementation of these events. Because the focus and interest of my graduate studies was multicultural education, I attended the meeting and listened with interest to students from several non-Western countries discuss the types of activities they had participated in when visiting local area schools. Some spoke to the high school students about issues relevant to their country, some performed dances for middle school students, while others worked with elementary students to make traditional handicrafts. Their experiences immediately brought back recollections of a cultural event that I had planned several years before and I realized how similar the format of this cultural program was to the one I had organized. More significantly, as I looked around at the faces of the students, I realized that, apart from the program director, I was the only other person in the room from a “first-world” country. As a result, I began to think Introduction In their introduction to the Handbook of Qualitative Research, Denzin and Lincoln (2000) identify five phases that define the research process, adding that “behind all but one of these phases stands the biographically situated researcher” (p. 19). My biography as a qualitative researcher began long before I entered the doctoral program at the University of Wisconsin-Madison in the fall of 1998, and I can situate my early interest in the exhibition of global cultures in K–8 schools to my second year as an ESL teacher at a high school in Toronto, Canada where, in 1991, I was selected, with other teachers from the district, to participate in a workshop on multicultural and antiracist education. One of the goals of the four-day workshop required each participant to facilitate and plan events at their school that would engage the school faculty and student body in conversations about issues related to diversity. As someone who had traveled extensively throughout Latin America, Europe, and Asia, and who had attended numerous exhibitions of culture, one of the ideas generated that year was a “Cultural Variety Night” where high school students and members from various racial and ethnic groups would perform “traditional” music and dances for the school and local community. The event, which lasted over three hours and involved the participation of more than 100 students and performers from the wider community, was a sell-out and by every indication a “success.” However, it was not until some seven years later, during my first year Michael J. Zambon Confessions of a Qualitative Researcher: Reflexive Photography and the Exhibition of Culture in Schools

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)0.002
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.256
Threshold uncertainty score0.988

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.055
GPT teacher head0.357
Teacher spread0.302 · 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

Citations4
Published2004
Admission routes1
Has abstractyes

Explore more

Same venueScholarSpace (University of Hawaii at Manoa)Same topicMigration, Ethnicity, and EconomyFrench-language works237,207