{"id":"W2766073378","doi":"10.5204/thesis.eprints.111892","title":"Identity modulation in networked publics: Queer women's participation and representation on Tinder, Instagram, and Vine","year":2017,"lang":"en","type":"dissertation","venue":"Queensland University of Technology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Microsoft Research","keywords":"Queer; Identity (music); Negotiation; Representation (politics); Internet privacy; Set (abstract data type); Sociology; Social psychology; Psychology; Computer science; Political science; Gender studies; Politics; Aesthetics; Art","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":[0.002784816,0.0002059381,0.0002534387,0.001024508,0.008208241,0.005816349,0.0004363724,0.0007307391,0.009627021],"category_scores_gemma":[0.005743138,0.0002208147,0.0001532565,0.001046492,0.007844061,0.00400515,0.004041055,0.001283304,0.0004922973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295399,"about_ca_system_score_gemma":0.001519505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954217,"about_ca_topic_score_gemma":0.03273296,"domain_scores_codex":[0.9980955,0.001254147,0.00002432949,0.000129102,0.0001898207,0.0003072319],"domain_scores_gemma":[0.9968843,0.002312853,0.0003334506,0.0001561939,0.0001256654,0.0001875182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004840239,0.0000215691,0.0044547,0.00002214804,0.000003131279,0.0003282304,0.9741004,0.00002560426,0.0009518325,0.009179394,0.000581071,0.01028351],"study_design_scores_gemma":[0.000005992232,0.00003506611,0.006852621,0.00005531736,0.000005810552,0.0001843066,0.9622326,0.00008815889,0.0006196725,0.001464578,0.02844283,0.00001299698],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401519,0.0002860594,0.0007776176,0.001972226,0.00003098589,0.00003007219,0.00004851853,0.0000198169,0.05668285],"genre_scores_gemma":[0.9919183,0.0002083674,0.0001424841,0.0001420358,0.00001339391,0.00001567262,0.00001547337,0.00001348055,0.007530867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954217,"threshold_uncertainty_score":0.0388568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263247193230008,"score_gpt":0.3211849417995742,"score_spread":0.2985524698672742,"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."}}