{"id":"W4245636471","doi":"10.32376/3f8575cb.30dbf3b9","title":"“Oh, She’s a Tumblr Feminist”: Exploring the Platform Vernacular of Girls’ Social Media Feminisms","year":2021,"lang":"en","type":"book-chapter","venue":"mediastudies.press eBooks","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Arts and Humanities Research Council; Cardiff University; Impact Fund","keywords":"Vernacular; Social media; Sociology; Gender studies; Art; Media studies; Computer science; Literature; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003338386,0.0004344783,0.0002952846,0.001187157,0.008310165,0.008039642,0.0008121557,0.001041066,0.003827809],"category_scores_gemma":[0.003903566,0.0003529467,0.0002604205,0.0007670296,0.01480073,0.00518368,0.004177361,0.002071667,0.0004440353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646172,"about_ca_system_score_gemma":0.00256452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02870791,"about_ca_topic_score_gemma":0.05925012,"domain_scores_codex":[0.9971445,0.0018735,0.00003767641,0.0002792033,0.0002854967,0.000379505],"domain_scores_gemma":[0.9974842,0.00166619,0.0002752766,0.00009597267,0.000174402,0.0003039418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002650218,0.00001240793,0.007496626,0.00003966057,0.000003998144,0.0004252575,0.9674286,0.00001770315,0.0008983104,0.01686075,0.0008109206,0.005979277],"study_design_scores_gemma":[0.000004499184,0.00002316997,0.005491855,0.0001372772,0.000006253054,0.0002322657,0.9496825,0.00006159231,0.0005290635,0.001996637,0.04182277,0.00001213605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185586,0.0008919337,0.002648097,0.005961894,0.000130923,0.00006425898,0.000148895,0.00002702572,0.07156832],"genre_scores_gemma":[0.9942233,0.000338797,0.0005648472,0.0005170276,0.00002268485,0.00004250413,0.00003490943,0.00003969274,0.004216421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02870791,"threshold_uncertainty_score":0.05708164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2164225028621919,"score_gpt":0.3050779619640652,"score_spread":0.08865545910187334,"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."}}