← Validation

Authorship and Credit Policy

FluxMateria validation partnerships should give credit for real scientific contribution, not endorsement.

Possible roles

Role Typical contribution Credit
Independent Validator Scores a frozen prediction set and writes a report Public acknowledgement or independent report link
Benchmark Contributor Designs or curates a validation dataset Acknowledgement or co-authorship depending contribution
Experimental Validation Partner Measures a predicted property or tests a candidate Co-authorship if substantive
Method Comparison Partner Compares FluxMateria against DFT, ML, QSAR, or lab baselines Co-authorship if substantive
External Replication Lead Reproduces a benchmark packet independently Co-authorship or independent report

Co-authorship guideline

Co-authorship is appropriate when the external partner contributes intellectually or experimentally to the design, execution, analysis, or interpretation of a validation study.

Co-authorship is not offered merely for agreement, endorsement, or a short call.

Independent reports

Validators may choose to publish an independent validation report, including negative or mixed results. FluxMateria can link to the report if both parties agree.