{"id":"W2946965146","doi":"10.1177/1527476419851077","title":"The Affective Labor and Performance of Live Streaming on Twitch.tv","year":2019,"lang":"en","type":"article","venue":"Television & New Media","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":239,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Emotional labor; Context (archaeology); Ethnography; Dynamics (music); Sociology; Work (physics); Broadcasting (networking); Character (mathematics); Advertising; Media studies; Psychology; Social psychology; Business; History; Computer science; Engineering","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":[0.001051367,0.0002034596,0.0001311803,0.0006199205,0.003222,0.003660253,0.0003622677,0.0003963386,0.006294457],"category_scores_gemma":[0.003572413,0.0001150882,0.0001049222,0.0003649195,0.005784989,0.001589967,0.003288136,0.0006715546,0.0004839482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095477,"about_ca_system_score_gemma":0.0005167543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003529471,"about_ca_topic_score_gemma":0.005266292,"domain_scores_codex":[0.9988829,0.0006156333,0.00002612123,0.00008225382,0.0002077006,0.0001853772],"domain_scores_gemma":[0.9984745,0.000752306,0.0002441036,0.00008496713,0.000129216,0.0003147929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002701926,0.0001092523,0.04328395,0.0001998982,0.00002291944,0.0008807311,0.8350485,0.0002275864,0.008279907,0.04611692,0.004709193,0.06085091],"study_design_scores_gemma":[0.00001189161,0.0001927692,0.09118625,0.0001676594,0.00001552572,0.0005099301,0.8209014,0.0003798836,0.001637566,0.006766619,0.07819341,0.00003715927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971998,0.0002516911,0.001454518,0.0009123429,0.00006439315,0.00001969315,0.0000516465,0.00001876079,0.1000272],"genre_scores_gemma":[0.9928606,0.0001159499,0.000205488,0.00009125016,0.00003449999,0.000012922,0.00002216092,0.00002192215,0.006635265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006294457,"threshold_uncertainty_score":0.02105707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179942277177338,"score_gpt":0.2783653415403648,"score_spread":0.260371113822631,"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."}}