Religious Attitudes, Homophobia, and Professional Counseling
Bibliographic record
Abstract
During an Australian qualitative and empirical study looking at lesbian, gay, bisexual, and transgender client's experiences of counseling, and counselor's experiences of working with minority clients, a large body of unsolicited data emerged related to experiences of religious-based homophobia. Analysis of the data suggests that a lifelong process of posttraumatic recovery for many lesbian, gay, bisexual, and transgender people follows prior experiences of religious-based homophobia. This paper discusses the sociological debate related to how counselors find themselves at the crossroad between a healthy lifestyle model of homosexuality based in well established contemporary professional ethics versus long standing religious-based attitudes and constraints toward homosexuality. This intersection of conflicting beliefs generates a controversial social and political environment in which counselors must make a basic decision to either support minority clients according to ethical guidelines or to side with socially conservative constructs that, rightly or wrongly, rely largely on Western religious traditions.
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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 | 0.003 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 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".