{"id":"W4220968405","doi":"10.1177/15274764221080956","title":"Why Do We Only Get Anime Girl Avatars? Collective White Heteronormative Avatar Design in Live Streams","year":2022,"lang":"en","type":"article","venue":"Television & New Media","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Avatar; Anime; Popularity; Girl; Merge (version control); Assemblage (archaeology); Sociology; White (mutation); Metaverse; Computer science; Media studies; Human–computer interaction; Psychology; Social psychology; Virtual reality; History","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001790905,0.000322217,0.0004981758,0.0003741283,0.0007670951,0.0001099291,0.0007678966,0.0001626711,0.005975175],"category_scores_gemma":[0.0007844875,0.000324607,0.0001264879,0.001193827,0.0002490543,0.0004459416,0.0002984059,0.0006852652,0.0002739294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107801,"about_ca_system_score_gemma":0.002378703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276777,"about_ca_topic_score_gemma":0.00454948,"domain_scores_codex":[0.995267,0.001403591,0.0005292135,0.0006320713,0.001338531,0.000829577],"domain_scores_gemma":[0.9974447,0.001230589,0.0002668401,0.0003791807,0.0001227574,0.000555951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002014994,0.0002107163,0.003080874,0.00001100978,0.00003331789,0.00007596108,0.6743908,0.0001613921,0.0001129889,0.0002131954,0.2611092,0.06039903],"study_design_scores_gemma":[0.003107335,0.001022317,0.009211952,0.0001631889,0.00006698919,0.00001888611,0.4363697,0.0002073469,0.00038099,0.00757093,0.5409104,0.0009699309],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139206,0.01061359,0.002545391,0.0197499,0.007039375,0.006069608,0.0005286266,0.000779802,0.03875306],"genre_scores_gemma":[0.9848017,0.002259361,0.002989042,0.002004657,0.0008681508,0.0001487853,0.00008535837,0.00006642208,0.006776553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798012,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0458334131992061,"score_gpt":0.2895655037585495,"score_spread":0.2437320905593434,"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."}}