{"id":"W2560435267","doi":"","title":"Holding Fast the Inner Lines: Democracy, Nationalism and the Committee on Public Information, by Stephen Vaughan","year":2016,"lang":"en","type":"article","venue":"Journal of History","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nationalism; Democracy; Political science; Political economy; Sociology; Public administration; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001560522,0.00005188166,0.0001034366,0.00005920922,0.0007293801,0.00006165983,0.0002341532,0.00003314658,0.00005887355],"category_scores_gemma":[0.0009253928,0.00002311634,0.00005176867,0.00006351483,0.0006168592,0.0007274215,0.00002853399,0.0001279095,0.000009371322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026379,"about_ca_system_score_gemma":0.0001554898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000869684,"about_ca_topic_score_gemma":0.00007470761,"domain_scores_codex":[0.9989772,0.0001870012,0.0002492752,0.00003466316,0.0004355935,0.0001163109],"domain_scores_gemma":[0.9986988,0.0005217171,0.0003186212,0.00005661203,0.0003585676,0.00004567827],"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":[0.000015306,0.000009522334,0.0005838004,0.000001589683,0.00002057031,7.741417e-7,0.007154143,1.728637e-7,0.000008007058,0.002885953,0.9770424,0.0122778],"study_design_scores_gemma":[0.0006239752,0.00002144863,0.002685048,0.00002692889,0.00001012411,0.000009094491,0.003589469,9.450355e-7,0.000002402483,0.0009486098,0.9920388,0.00004317888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1555257,0.01366964,0.0004559507,0.6934963,0.002911778,0.0003067032,0.00002094534,0.00003087454,0.133582],"genre_scores_gemma":[0.988808,0.001015111,0.00003157398,0.004215738,0.0005893891,0.000003036667,4.86531e-7,0.000003500021,0.005333174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8332823,"threshold_uncertainty_score":0.5609875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683773267582756,"score_gpt":0.2401202090934903,"score_spread":0.2232824764176628,"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."}}