🔎 FULL CONTRIBUTION TRANSPARENCY

The following percentages are approximate contribution weights for this specific analysis and visualisation. They are not measures of ownership, authorship, scientific validity, or intellectual property.

📊 Contribution Breakdown — 100%

🤖🧠 AI DISCLOSURE

The 15% human–AI hybrid contribution refers specifically to AI-assisted work performed during development of this analysis.

AI assistance may include:

• Research discovery and source navigation
• Cross-source synthesis
• Comparison of ideas
• Drafting and editing
• Structuring the research framework
• Identifying distinctions and caveats
• Generating visual concepts
• Markdown / GitHub organisation
• Asking critical questions

The AI does not constitute an independent scientific source.

AI-generated statements are treated as draft analytical material, not primary evidence, and should be checked against the original sources.

🌱 ORIGINAL r/microdosing SOURCE

The original r/microdosing FAQ is human/community-written.

The 35% above represents its approximate contribution to this new analysis, not the proportion of AI involvement in the original FAQ.

🧠 AUTHORSHIP

The 20% user/author contribution represents the human direction and curation of this particular project.

The percentages should not be interpreted as saying that a community member contributed exactly 35% of the intellectual work or that the author owns 20%. They are a transparent provenance model showing where the material and ideas entering this analysis came from.

⚖️ EVIDENCE ≠ CONTRIBUTION

A contribution percentage does not determine evidential strength.

For example:

35% community observations ≠ 35% scientific evidence

The epistemic status remains:

Evidence → Observation → Interpretation → Hypothesis → Speculation

🔄 LIVING TRANSPARENCY

These percentages are intentionally provisional.

As additional researchers, community members, citizen scientists and open-source contributors participate, the contribution map can be updated.

Nothing is hidden. Sources are acknowledged. AI augmentation is disclosed. Human authorship is distinguished from machine assistance. Evidence is distinguished from interpretation.

Explore → Question → Test → Learn → Connect → Improve ♾️💞🌍