JP-3682: split outlier detection into separate steps for each mode

[emolter]

Resolves JP-3682 Resolves JP-3342

Closes #8634 Closes #7817

This PR addresses splitting outlier detection into separate steps for coronagraphy, IFU, imaging, spectroscopy, and TSO data. This was motivated by large differences in input parameters and algorithms that are implemented for each mode. The parallel separation of the documentation for those modes should also resolve the confusing structure of the docs for outlier detection.

Checklist for PR authors (skip items if you don't have permissions or they are not applicable)

• [ ] added entry in CHANGES.rst within the relevant release section
• [ ] updated or added relevant tests
• [ ] updated relevant documentation
• [ ] added relevant milestone
• [ ] added relevant label(s)
• [ ] ran regression tests, post a link to the Jenkins job below. How to run regression tests on a PR
• [ ] All comments are resolved
• [ ] Make sure the JIRA ticket is resolved properly

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 56.12648% with 111 lines in your changes missing coverage. Please review.

Project coverage is 60.39%. Comparing base (f6c4095) to head (32b8c51). Report is 8 commits behind head on master.

Files	Patch %	Lines
...t/outlier_detection/outlier_detection_spec_step.py	28.57%	40 Missing :warning:
...st/outlier_detection/outlier_detection_ifu_step.py	17.94%	32 Missing :warning:
...utlier_detection/outlier_detection_imaging_step.py	81.48%	10 Missing :warning:
...st/outlier_detection/outlier_detection_tso_step.py	67.85%	9 Missing :warning:
jwst/pipeline/calwebb_spec3.py	11.11%	8 Missing :warning:
.../outlier_detection/outlier_detection_coron_step.py	76.66%	7 Missing :warning:
jwst/outlier_detection/utils.py	78.26%	5 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## master #8722 +/- ## ========================================== + Coverage 60.38% 60.39% +0.01% ========================================== Files 372 371 -1 Lines 38337 38320 -17 ========================================== - Hits 23148 23142 -6 + Misses 15189 15178 -11 ```

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