{"id":"W7071661804","doi":"","title":"Surveilling Queerness and Queering Surveillance: The Techno-Social Making of Queer Identity in the US and Canada, 1939-Present.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Queer; Liminality; Human sexuality; Identity (music); Heteronormativity; Sexual identity; Transgender; Performativity; Space (punctuation); Sexual orientation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002203302,0.0003726459,0.0003676812,0.002097171,0.03626386,0.009910169,0.001656703,0.001410272,0.005675987],"category_scores_gemma":[0.006349358,0.0002863961,0.0002682508,0.004732958,0.02374192,0.004489979,0.003877698,0.003724079,0.0002885531],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2052224,"about_ca_system_score_gemma":0.2293762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982402,"about_ca_topic_score_gemma":0.9992812,"domain_scores_codex":[0.9976696,0.0004309488,0.00003883497,0.000233012,0.0006751107,0.0009524028],"domain_scores_gemma":[0.9971735,0.0005796896,0.0001924758,0.0001070625,0.001194686,0.0007525391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006584636,0.00002551837,0.01325017,0.0000683307,0.00001414056,0.0003422762,0.6884103,0.0002861443,0.0001756508,0.2276108,0.02121368,0.04853717],"study_design_scores_gemma":[0.00001027134,0.00002320569,0.03643927,0.0002967789,0.00002816865,0.0001694401,0.6296812,0.0005109977,0.0005079315,0.01036618,0.3218602,0.000106278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5797679,0.02041672,0.003000915,0.06916377,0.0006810246,0.0001552095,0.001748656,0.0001102674,0.3249554],"genre_scores_gemma":[0.9539703,0.005426443,0.0004688815,0.001337548,0.00003176362,0.00002254062,0.0001767343,0.00004729489,0.03851856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637361,"threshold_uncertainty_score":0.9218293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670228364955088,"score_gpt":0.2832355513719706,"score_spread":0.2665332677224197,"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."}}