{"id":"W2147301928","doi":"10.1093/bjsw/bct139","title":"Performativity Culture in Universities: Social Work Fabrications","year":2013,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Performativity; Sociology; Social work; Work (physics); Space (punctuation); Diversity (politics); Social space; Pedagogy; Public relations; Media studies; Aesthetics; Gender studies; Political science; Engineering; Anthropology; Art; Mechanical engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00156205,0.00008712388,0.0002080977,0.00005107204,0.009960724,0.000723961,0.0004893637,0.0001638851,0.00314272],"category_scores_gemma":[0.000310363,0.00008907917,0.0001656504,0.00300588,0.0004785804,0.0008865091,0.00003575605,0.0007902163,0.0002097452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384495,"about_ca_system_score_gemma":0.0004737326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009551119,"about_ca_topic_score_gemma":0.0002833235,"domain_scores_codex":[0.9977961,0.0009990941,0.0003295123,0.00008161181,0.0004827005,0.0003109796],"domain_scores_gemma":[0.9985733,0.0004063309,0.0004630385,0.00004972444,0.0004128705,0.0000947502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004194664,0.0002092634,0.002901176,0.000005187266,0.00007023257,0.00001137273,0.3763217,0.000004886201,0.00000276727,0.0214965,0.5199504,0.07898457],"study_design_scores_gemma":[0.0003084182,0.00001024041,0.1410489,0.00004682546,0.00003578109,0.00001026522,0.3461526,2.531482e-7,6.838248e-7,0.005009309,0.507232,0.0001447355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5957374,0.0009327182,0.00008957726,0.2131315,0.001246707,0.0004101922,0.000005318321,0.00004324095,0.1884033],"genre_scores_gemma":[0.9772611,0.0001710531,0.0001224557,0.0006368778,0.001449517,0.000007217492,0.000001890015,0.000009535892,0.0203403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3815238,"threshold_uncertainty_score":0.9977685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028797496717438,"score_gpt":0.3070632720096306,"score_spread":0.2867752970424562,"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."}}