{"id":"W4414493490","doi":"10.14325/mississippi/9781496856173.003.0008","title":"From Silence to Excess","year":2025,"lang":"en","type":"book-chapter","venue":"University Press of Mississippi eBooks","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Silence; Indigenous; Wright; Narrative; Mainstream; Storytelling; Hogan","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002979232,0.0002697328,0.0004623965,0.0001510571,0.0001783105,0.000034901,0.0006184062,0.0001919689,0.001366202],"category_scores_gemma":[0.00001261094,0.0002833624,0.0002172741,0.000004165235,0.0003059022,0.00005971921,0.000272077,0.0002541598,0.00003276756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009930292,"about_ca_system_score_gemma":0.0001166206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063735,"about_ca_topic_score_gemma":0.0001056901,"domain_scores_codex":[0.9989364,0.00001987695,0.0002385871,0.0003750869,0.0002401718,0.000189879],"domain_scores_gemma":[0.9989226,0.0001356173,0.0001337556,0.0004040161,0.0001633131,0.0002406369],"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":[0.0000707006,0.0000171809,4.006406e-7,0.00008511058,0.0001104609,0.00004357408,0.003123566,7.342408e-7,0.000005923026,0.9620997,0.02602966,0.008412979],"study_design_scores_gemma":[0.0001525437,0.00004827341,8.9926e-7,0.000402732,0.0001476348,1.008394e-7,0.0003313334,0.00001898119,0.00002344418,0.01043611,0.9881468,0.0002911566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006168317,0.0001697223,0.0001358053,0.0001380279,0.0003615276,0.0001817585,0.001572882,0.00007234497,0.9973062],"genre_scores_gemma":[0.003698167,0.00001073477,0.00009394243,0.0001579342,0.0002696008,4.015423e-7,0.00003956915,0.000017013,0.9957126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9621171,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812988424655706,"score_gpt":0.1860834996438633,"score_spread":0.1579536153973062,"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."}}