{"id":"W4392406577","doi":"10.5210/spir.v2023i0.13504","title":"BLEEDING PURPLE, SEEING PINK: DOMESTIC VISIBILITY, GENDER & SOCIAL REPRODUCTION IN THE HOME STUDIOS OF TWITCH.TV","year":2023,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Studio; Visibility; Reproduction; Advertising; Art; Biology; Business; Visual arts; Geography; Ecology","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":[0.008178447,0.00009503779,0.0002401167,0.0003276338,0.0004265436,0.00004417459,0.0008932554,0.0001015893,0.0001000309],"category_scores_gemma":[0.004243683,0.00007660207,0.00006712326,0.00391666,0.0005996645,0.0001008133,0.0003413223,0.0005639123,0.00002147273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858955,"about_ca_system_score_gemma":0.0002134761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007624653,"about_ca_topic_score_gemma":0.008708963,"domain_scores_codex":[0.9960191,0.001478251,0.000406305,0.000344138,0.001235362,0.0005168856],"domain_scores_gemma":[0.9975185,0.001122793,0.0001270295,0.0004186212,0.000772665,0.0000403473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003010446,0.0005528078,0.1296735,0.0004097795,0.0003832002,0.00001011124,0.7482129,0.00004751331,0.04181582,0.02189241,0.03949972,0.0172012],"study_design_scores_gemma":[0.0009631587,0.0003724062,0.7204613,0.0002349877,0.00004103268,0.00000400302,0.2456454,0.0002397847,0.0009199405,0.005434333,0.02532179,0.0003618842],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794464,0.0003964295,0.000003793544,0.005360188,0.0001258583,0.0005551045,0.000001784888,0.00004584236,0.0140646],"genre_scores_gemma":[0.9976329,0.001051831,0.00004084444,0.0000170456,0.0001834657,0.00008309949,0.00001302772,0.00001085748,0.0009668805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5907878,"threshold_uncertainty_score":0.9989837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553997705018349,"score_gpt":0.442523392670146,"score_spread":0.2871236221683111,"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."}}