{"id":"W7082626844","doi":"10.7202/1120141ar","title":"From “Being Real” to “Relatable Tales”: Formatted Authenticity and Stories in TikTok Short Form Videos","year":2025,"lang":"en","type":"article","venue":"Narrative Works","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Affordance; Narrative; Everyday life; Focus (optics); Presentation (obstetrics); Digital storytelling; Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641309,0.0001395274,0.0002038254,0.000085391,0.0002046772,0.0001294168,0.0003561105,0.000121947,0.00002357375],"category_scores_gemma":[0.0001236469,0.0001300216,0.00002602123,0.0005634872,0.0000479414,0.0004880163,0.0003907635,0.0002629345,0.000004920062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007398058,"about_ca_system_score_gemma":0.00004734637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003010221,"about_ca_topic_score_gemma":0.0003275919,"domain_scores_codex":[0.9989777,0.00004046189,0.0002246986,0.0003640795,0.0001169662,0.0002760537],"domain_scores_gemma":[0.9993514,0.0001582092,0.00003759808,0.0003079943,0.00007773235,0.00006708685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002171295,0.0003124082,0.1630806,0.0002008327,0.0002421199,0.0001365128,0.5553239,0.002218824,0.01180451,0.1073058,0.02529272,0.1338647],"study_design_scores_gemma":[0.003187574,0.0003978811,0.2097626,0.00418358,0.00006813524,0.00002162028,0.07662619,0.1864453,0.06298894,0.3988564,0.05494191,0.002519829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886823,0.0001035481,0.1694899,0.004580893,0.0003018717,0.000281255,0.000002916337,0.0001102204,0.03644703],"genre_scores_gemma":[0.9926803,0.000009384218,0.003753196,0.0002732791,0.00002977374,0.00003626389,0.000007654565,0.00000166489,0.003208561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4786977,"threshold_uncertainty_score":0.5302128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009381116497116614,"score_gpt":0.2566956504182447,"score_spread":0.247314533921128,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}