A Theoretical Model of Collaborative Inquiry-Based Group Development Process
Bibliographic record
Abstract
Abstract This chapter develops a theoretical model of a collaborative inquiry-based group development process with a grounded theory approach. The purpose of this research study is to examine how educators engage in collaborative inquiry-based group development processes that transform their professional identity and pedagogical practices. Qualitative research data comes from the Livingstone Inquiry Group (LIG) in Vancouver, Canada. It is a longitudinal case study of inquiry-based pedagogies (IBPs) in a community of learners. They started in 2007 with members representing K-12 teachers, resource staff, administrators, higher education, and union organizations. The model outlines generative dynamics between social capital and relational learning which support pedagogical paradigm shifts in the group’s collaboration. Implications of this study provide direction for research regarding inquiry-based learning in higher educational institutions as an important forum for sustainable professional development of teachers as life-long learners.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".