{"id":"W4392817515","doi":"10.3983/twc.2024.2463","title":"Fandom image-making and the fan gaze in transnational K-pop fan cam culture","year":2024,"lang":"en","type":"article","venue":"Transformative Works and Cultures","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Fandom; Gaze; Art; Media studies; Advertising; Visual arts; Sociology; Computer science; Computer vision; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004675689,0.0001641821,0.0002223836,0.00004100262,0.0006867484,0.0003901014,0.0001002526,0.0001174439,0.0000496765],"category_scores_gemma":[0.00003426014,0.00008539153,0.00008112018,0.0002287109,0.0008505131,0.0006783602,0.000009017866,0.0003666882,0.000002692032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002646151,"about_ca_system_score_gemma":0.00003771516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006364146,"about_ca_topic_score_gemma":0.004138033,"domain_scores_codex":[0.9989498,0.000150132,0.0001955948,0.000184013,0.0002629358,0.0002575702],"domain_scores_gemma":[0.9996829,0.0001405575,0.0000238749,0.00004000555,0.00005171366,0.00006095198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007016868,0.0000113797,0.00005793725,0.00004972441,0.00006291766,0.000004909623,0.7359324,0.000001873337,0.00004974262,0.2440414,0.002393851,0.01732378],"study_design_scores_gemma":[0.002440866,0.00003758402,0.002372154,0.0004817919,0.00011713,0.00001108755,0.6035284,0.00009325943,0.00008455277,0.01866658,0.3718099,0.0003567131],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05410287,0.1310467,0.01027788,0.1536237,0.0009944609,0.003192633,0.0001429718,0.0004192054,0.6461995],"genre_scores_gemma":[0.9929571,0.00544171,0.0001502408,0.0003585712,0.0001671066,0.00007034765,0.00001104866,0.000006574615,0.000837276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9388543,"threshold_uncertainty_score":0.5281983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007583302329644842,"score_gpt":0.3147766171720313,"score_spread":0.3071933148423864,"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."}}