{% extends "base.html" %} {% block title %}Research Attribution System - Orchid Continuum{% endblock %} {% block extra_css %} {% endblock %} {% block content %}

🏛️ Research-Grade Attribution System

Complete source traceability and academic citation support for orchid research

🔬 Peer-Reviewed Sources 📚 Multi-Format Citations 🔗 Data Lineage Tracking ⚡ Real-time Export

Research Quality Assessment

Overall Quality Grade
{{ research_report.quality_assessment.overall_grade }}
Strengths
    {% for strength in research_report.quality_assessment.strengths %}
  • {{ strength }}
  • {% endfor %}
Executive Summary

{{ research_report.executive_summary.total_sources }}

Total Sources

{{ research_report.executive_summary.peer_reviewed_sources }}

Peer Reviewed

{{ research_report.executive_summary.institutional_sources }}

Institutional

{{ research_report.executive_summary.ai_generated_components }}

AI Generated
Recommended Use
{{ research_report.executive_summary.recommended_use }}

Live Attribution Example

This is how attribution appears throughout the system:

{{ attribution_html | safe }}

Academic Citation Formats

Export citations in multiple academic formats for seamless integration into research papers

BibTeX Citations
{% for citation in sample_citations.bibtex %}
{{ citation }}
{% endfor %}
APA Style Citations
{% for citation in sample_citations.apa %}
{{ citation }}
{% endfor %}
MLA Style Citations
{% for citation in sample_citations.mla %}
{{ citation }}
{% endfor %}

Source Reliability Analysis

Detailed analysis of each data source with reliability metrics

{% for source_key, source_data in research_report.source_analysis.items() %}
{{ source_data.name }}
Authority: {{ source_data.authority }}
Type: {{ source_data.type.replace('_', ' ').title() }}
Established: {{ source_data.established }}
{{ 'Peer Reviewed' if source_data.peer_reviewed else 'Not Peer Reviewed' }} {{ 'Institutional' if source_data.institutional else 'Non-Institutional' }}
Coverage: {{ source_data.coverage }}
Geographic Scope: {{ source_data.geographic_scope }}
Temporal Scope: {{ source_data.temporal_scope }}
{% endfor %}

Research API Endpoints

Programmatic access to citation and attribution data

Citation Export API
GET /api/citations/{format} ?sources=aos_culture_sheets,gbif_database &download=true

Export citations in BibTeX, RIS, EndNote, APA, MLA, or Chicago formats

Research Report API
GET /api/research-report ?sources=gbif_database,world_orchids &ai_inferences=image_analysis

Generate comprehensive attribution and quality assessment reports

Data Lineage API
GET /api/data-lineage ?source=GBIF Specimens &steps=extraction,analysis,validation &output=Species Identification

Document complete data processing pathways for transparency

Live API Test

Research Recommendations

For Researchers Using This System:
    {% for recommendation in research_report.recommendations %}
  • {{ recommendation }}
  • {% endfor %}
{% if research_report.ai_inference_disclosure.ai_used %}
AI Content Disclosure:

This dataset contains AI-generated components. Please note:

    {% for inference in research_report.ai_inference_disclosure.inference_types %}
  • {{ inference.type.replace('_', ' ').title() }}: {{ inference.disclaimer }}
  • {% endfor %}
{% endif %}

Data Lineage Example

Complete pathway from source to final output

Source Collection
GBIF specimen database query → Raw occurrence records
Data Extraction
Automated scraping → Structured taxonomic data
AI Image Analysis
GPT-4o Vision processing → Species identification confidence scores
Expert Validation
Cross-reference with AOS culture sheets → Validated care recommendations
Final Output
Research-grade orchid database with full attribution
{% endblock %}