{"id":"W2768641390","doi":"10.5130/csr.v23i2.5472","title":"Ghosting Politics: Speechwriters, Speechmakers and the (Re)crafting of Identity","year":2017,"lang":"en","type":"article","venue":"Cultural Studies Review","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liminality; Politics; Identity (music); Identity politics; Media studies; Sociology; Relation (database); Proposition; Law; Aesthetics; Political science; Epistemology; Art; Anthropology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005211569,0.0001273481,0.0004865793,0.000007916296,0.002452152,0.0001685244,0.0003850069,0.00001078612,0.00007444144],"category_scores_gemma":[0.001477053,0.00006316538,0.0001202454,0.00001543751,0.001762551,0.0003649542,0.0005768366,0.00009764491,0.00001560197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870997,"about_ca_system_score_gemma":0.000005683606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002567687,"about_ca_topic_score_gemma":0.0001643501,"domain_scores_codex":[0.999159,0.00008032743,0.0003506741,0.0001176885,0.0001510688,0.0001412515],"domain_scores_gemma":[0.9986268,0.0001864278,0.0004077083,0.0004122005,0.0003404503,0.00002644045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009437363,0.00002218722,0.00153411,0.003901791,0.0008803565,0.000002173791,0.08258865,3.847244e-8,0.000002219818,0.7951396,0.05731407,0.05860542],"study_design_scores_gemma":[0.0005585208,0.00001865196,0.001305613,0.003332128,0.0003451439,0.000004453058,0.06671381,0.000002560961,0.000006846087,0.003458171,0.9240532,0.0002008912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006417252,0.8698221,0.000001084756,0.01609926,0.0003045599,0.0003113687,0.000006833381,0.00002336967,0.1070142],"genre_scores_gemma":[0.3468342,0.6475111,0.00008873549,0.001148142,0.0003210707,0.00002701003,0.000001683223,0.000006161567,0.004061838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8667392,"threshold_uncertainty_score":0.9988465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303479116876772,"score_gpt":0.3956937323687896,"score_spread":0.1653458206811123,"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."}}