“…From the record of each collaboration, we identified whether or not it was accompanied by a disclosure before noting whether this disclosure was explicit or ambiguous based on three conditions: (a) language used for the disclosure, (b) visibility (visible size and location), and (c) type of text (hashtag, phrase, abbreviations). When the disclosure met all three conditions (e.g., "Paid partnership with" or "#Advertising"), it was scored as explicit, and when it was written in English or abbreviated, contained euphemisms, and/or was not visible at first glance (e.g., "#Ad," "#Thanks," "Gifted," "#Sponsored," or "Sp"; Han et al, 2020), it was scored as subtle/ambiguous. When no disclosure was detected, it was scored as zero.…”