Examples gallery¶
GazeForge includes 22 runnable Python research scripts. Choose by scientific task rather than filename.
Start and quality control¶
| Example | Purpose | Guide |
|---|---|---|
00_gazeforge_tour.py |
Full deterministic tour | GazeForge tour |
01_synthetic_qc.py |
Synthetic QC evidence | Synthetic QC tutorial |
02_ivt_baseline.py |
Transparent I-VT baseline | I-VT tutorial |
03_visual_diagnostics.py |
QC/event/AOI visual diagnostics | Visual diagnostics |
07_worked_tracker_import_qc.py |
Real tracker import contract + QC | Worked tracker import |
08_worked_qc_review_ledger.py |
Review and exclusion ledger | QC review ledger |
Study workflows¶
| Example | Purpose | Guide |
|---|---|---|
04_worked_advertising_study.py |
Experimental/interface workflow | Worked advertising study |
05_worked_dynamic_aoi_study.py |
Dynamic AOI study | Worked dynamic-AOI study |
06_worked_event_model_validation.py |
Event-model validation | Validation clinic |
end_to_end_research_workflow.py |
Source → analysis → evidence | Practical workflow |
Analysis and reporting handoff¶
| Example | Purpose | Guide |
|---|---|---|
09_worked_research_evidence_bundle.py |
Reproducible evidence bundle | Evidence bundle |
10_worked_analysis_handoff.py |
Statistical handoff tables | Analysis handoff |
11_worked_manuscript_reporting_bundle.py |
Manuscript-ready evidence language | Reporting clinic |
12_worked_measurement_interpretation_audit.py |
Observable → construct audit | Measurement clinic |
13_worked_estimand_preregistration.py |
Outcome/estimand registry | Estimand preregistration |
14_worked_reviewer_replication_bundle.py |
Reviewer/replicator handoff | Replication handoff |
15_worked_sensitivity_robustness_audit.py |
Sensitivity registry | Sensitivity clinic |
16_worked_denominator_exposure_audit.py |
Exposure and censoring | Denominator clinic |
17_worked_model_diagnostics_audit.py |
Convergence/diagnostic gate | Model diagnostics |
18_worked_missing_data_assumptions_audit.py |
Missing-data handoff | Missing-data guide |
19_worked_inferential_reporting_audit.py |
Multiplicity/inference audit | Inference reporting |
20_worked_grouping_pseudoreplication_audit.py |
Repeated-measures audit | Grouping guide |
Run one¶
python examples/00_gazeforge_tour.py
Each example is a teaching and reproducibility surface. Synthetic examples do not establish external validity, and a successful run does not upgrade the evidence class of a method.