{"id":"W4399723017","doi":"10.32920/26052634","title":"Authentok: Uncovering The Authenticity of Lifestyle Tiktoking","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Aesthetics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467282,0.0002064735,0.0001281664,0.0009922331,0.002017305,0.004979592,0.0004705821,0.0005957241,0.003825005],"category_scores_gemma":[0.007195658,0.0001964683,0.0001479383,0.0006191175,0.005481362,0.00378819,0.003157135,0.001047211,0.0005607009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027894,"about_ca_system_score_gemma":0.0007757845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598153,"about_ca_topic_score_gemma":0.003988929,"domain_scores_codex":[0.9989549,0.0005438632,0.00003504872,0.000164322,0.000187474,0.000114443],"domain_scores_gemma":[0.9954107,0.002605372,0.000709858,0.000649918,0.0003111888,0.0003130217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001359145,0.00006615056,0.03231889,0.0003283532,0.0000126698,0.00147254,0.8664916,0.00007802726,0.00580595,0.04697961,0.002715054,0.04359524],"study_design_scores_gemma":[0.00001360725,0.0001228308,0.062378,0.0004298221,0.00003534369,0.002644173,0.7921638,0.000760112,0.004812285,0.01446954,0.1221204,0.00005004507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876831,0.0004565691,0.007568683,0.001318208,0.0001264954,0.00006370356,0.0001879601,0.0001085109,0.1133389],"genre_scores_gemma":[0.9936458,0.0001754734,0.001081912,0.0001086756,0.00002354648,0.00001485528,0.000055374,0.00004434561,0.004850009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004979592,"threshold_uncertainty_score":0.01279593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04690291144727197,"score_gpt":0.3585012610055994,"score_spread":0.3115983495583274,"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."}}