{"id":"W2416634403","doi":"10.1057/9781137303851_11","title":"The Art and Science of Politics in Blackwood’s Edinburgh Magazine, c. 1817–1841","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Politics; Art; Art history; Media studies; History; Political science; Sociology; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004351973,0.0002630781,0.0003179936,0.00036539,0.0004874088,0.0001960761,0.0003912549,0.0001032674,0.001909242],"category_scores_gemma":[0.00006376659,0.0002079812,0.00009651286,0.00001266739,0.003156471,0.000004083467,0.0001596515,0.000265757,0.0001806903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009106887,"about_ca_system_score_gemma":0.000172534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583286,"about_ca_topic_score_gemma":0.002072915,"domain_scores_codex":[0.9983349,0.00001531223,0.000457908,0.0003339603,0.0005433548,0.0003145286],"domain_scores_gemma":[0.9987304,0.0001835771,0.0002598776,0.0003488277,0.0003714314,0.0001058484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006268878,4.541117e-7,0.00002758671,0.0000238792,0.00002096137,0.000005618843,0.001069317,1.286021e-7,0.00002954643,0.9961041,0.00185184,0.0008602769],"study_design_scores_gemma":[0.0001705342,0.00004255982,0.0002824163,0.00009756628,0.00002818304,0.000006049888,0.00008747562,0.00001235885,0.00004428937,0.8355466,0.1634514,0.0002305613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001626608,0.001210653,7.330391e-7,0.00005655995,0.0007383658,0.0003120955,0.00007965494,0.00001995357,0.9959553],"genre_scores_gemma":[0.7295139,0.0001306894,0.00001678081,0.00007521104,0.0004001965,0.00001055861,0.000009317499,0.00002125004,0.269822],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7278873,"threshold_uncertainty_score":0.9995564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02272089174792368,"score_gpt":0.2236015102982839,"score_spread":0.2008806185503602,"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."}}