{"id":"W4231383140","doi":"10.22215/etd/2013-07007","title":"Ned aesthetics in contemporary Glasgow : performing classes, appropriating races","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Art; Humanities; Art history","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":[0.0004164788,0.0002283454,0.0003425928,0.00008077233,0.0005525158,0.0002290685,0.0003182729,0.0005936933,0.0003118314],"category_scores_gemma":[0.0002242971,0.0001940808,0.0001163528,0.0003493903,0.00008227659,0.0003986919,0.00001894707,0.0004332422,0.00008891612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740815,"about_ca_system_score_gemma":0.0005648073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02201208,"about_ca_topic_score_gemma":0.06175481,"domain_scores_codex":[0.9982934,0.0001557014,0.0004038121,0.0002930721,0.0004861299,0.0003678788],"domain_scores_gemma":[0.9992275,0.00009294063,0.0002873445,0.0001043798,0.0001897533,0.00009809043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001087188,0.000302938,0.027464,0.0004423913,0.0001032498,0.00002739985,0.4620041,0.00001682066,0.0006839761,0.2242875,0.008627575,0.2759313],"study_design_scores_gemma":[0.0005683468,0.00006401494,0.01029955,0.0004028596,0.00003443555,5.631655e-7,0.9224551,0.001113224,0.00007514796,0.008698972,0.0552103,0.001077471],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373022,0.0003749446,0.000002304464,0.0003825972,0.0007728941,0.0004724233,0.000001976965,0.0001007419,0.3605899],"genre_scores_gemma":[0.8643424,0.0003356951,0.0005051428,0.0001042192,0.000369955,0.00007524173,0.0004090369,0.0000293797,0.133829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460451,"threshold_uncertainty_score":0.9845004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570012484120811,"score_gpt":0.3177985296835079,"score_spread":0.2820984048422998,"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."}}