Scoring Limitations

The CLCI score is a useful relative-comparison tool for orientation across high-control groups. It is not a calibrated psychometric instrument, not a legal finding, and not a diagnosis. This page documents what that distinction means in practice and the conditions under which the score should be treated with extra caution.

What the score is

The CLCI score is an editorial 0–40 rating built from four BITE-axis sub-scores (Behaviour, Information, Thought, Emotional) plus a signed modifier. Each component reflects an editorial reading of publicly available sources against published rubrics. The score is useful for relative orientation: a group at 32 is, on the public evidence reviewed, materially more controlling than a group at 14.

What the score is not

• Not a clinical diagnosis of any individual member or leader.
• Not a legal finding of abuse, fraud, or other actionable conduct.
• Not a measurement in the technical sense — there is no calibrated rubric beyond per-axis descriptions.
• Not invariant across categories — a 22 in a wellness MLM does not map exactly onto a 22 in a religious sect.
• Not a verdict on every member; many members in high-CLCI groups are themselves harmed by the same dynamics.

Uncertainty around any individual rating

Two careful reviewers using the published rubric might produce CLCI scores differing by 4–6 points for the same group. The score reflects the editorial team's reading of public sources at the date of last review. Where the source base is thin, the rating is more uncertain — the confidence rating reflects this.

Conditions under which a score should be treated with extra caution

• Low confidence rating. The score is operating on a thin source base. Treat as preliminary.
• Recent leadership change or reform. The score may lag the current state of the group. See reforms and score reduction.
• Branch variation. Where a wider tradition includes substantially different sub-branches, the score for the wider tradition may not reflect any specific congregation.
• Living-person sensitivity. Groups led by specific living individuals require additional care; see living persons.
• Active litigation. Where the group is currently litigating against ex-members or critics, source availability is biased; the score may be conservative on the public-evidence side.

When not to use the score

Do not use a CLCI score as evidence in legal proceedings, as a substitute for clinical assessment, as a basis for harassment of group members, or as a verdict on any individual. Do not use scores to dismiss the lived experience of a current or former member whose account differs from the rating.

Related methodology pages

• The BITE model — the underlying framework.
• Source hierarchy — how sources are weighted.
• Confidence levels — what High/Medium/Low mean.
• Scoring appeals — how to challenge a score.
• Research methodology limitations — the dataset-level limits.

If you believe a specific score is wrong, submit a correction with sources.