Results of screening articles for problematic Tauc plots.
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We searched the full text of articles for the string ‘tauc’, returning 356 articles for which SEM images had brandmarks identifiable by OCR and no detected errors in SEM misidentification (brandmarks_id_correct), 128 articles for which SEM images had brandmarks identifiable by OCR and the SEM instrument was not declared in text (brandmarks_no_id), and 160 articles for which SEM images had brandmarks identifiable by OCR and the SEM instrument was incorrectly declared in text (problematic). We randomly sampled a further 300 articles that had SEM images with no identifiable brandmarks and featured ‘tauc’ in the full text (sem_no_brandmarks). We manually screened each of these articles for whether they actually featured Tauc plots (has_tauc) and whether at least one of these Tauc plots determines band gap at the wrong x axis (not_at_x_axis). (XLSX)



