{"id":"W4402676491","doi":"10.3138/cjc-2024-0049","title":"The Two Revolutions: A History of the Transgender Internet. <i>By Avery Dame-Griff</i>","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Transgender; The Internet; Sociology; Art; Political science; Gender studies; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002850114,0.0006114825,0.0005587142,0.002321254,0.01521731,0.01233132,0.0012737,0.008220265,0.01051733],"category_scores_gemma":[0.007625752,0.000514583,0.0003448606,0.002618279,0.02527143,0.01480746,0.007622494,0.0154796,0.002133759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007292104,"about_ca_system_score_gemma":0.008723462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05364306,"about_ca_topic_score_gemma":0.1037076,"domain_scores_codex":[0.9972897,0.001423631,0.00007149458,0.0001714611,0.0005053205,0.0005385443],"domain_scores_gemma":[0.9955179,0.002696243,0.0002598778,0.0001856169,0.0003169384,0.001023386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006042466,0.00005549147,0.0003440899,0.0002610495,0.000008495337,0.0004800255,0.08681022,0.00003491842,0.0001169975,0.3481427,0.5018103,0.06187537],"study_design_scores_gemma":[0.000005671421,0.00001063231,0.0003943461,0.0005996007,0.000002940134,0.0002662645,0.0275252,0.00001935517,0.00006446908,0.009839728,0.9612575,0.00001434862],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006461977,0.2364501,0.0003237612,0.5550511,0.01783056,0.00002675123,0.00008141272,0.00006565046,0.1837087],"genre_scores_gemma":[0.2438292,0.2419782,0.0006726163,0.2839108,0.02130756,0.0001700004,0.0001266262,0.0003042228,0.2077008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.946357,"threshold_uncertainty_score":0.1066616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741451645281609,"score_gpt":0.2039700117539702,"score_spread":0.1565554953011541,"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."}}