{"id":"W4391961660","doi":"10.51644/9781554583195","title":"Fostering Nation?","year":2011,"lang":"en","type":"book","venue":"","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000237773,0.0001341832,0.0001601016,0.00005164348,0.00009946688,0.00004925071,0.0001274145,0.00008055146,0.02122718],"category_scores_gemma":[0.000004066796,0.0001064537,0.00009318128,0.000002594264,0.0001114483,0.00007683013,0.0001192066,0.0001467157,0.002215103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009135125,"about_ca_system_score_gemma":0.00007210269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105729,"about_ca_topic_score_gemma":0.0002799916,"domain_scores_codex":[0.9994507,0.000005706571,0.0001709825,0.000140861,0.000104386,0.0001273565],"domain_scores_gemma":[0.9996853,0.00002352523,0.00004077818,0.0001272986,0.00005603616,0.00006707056],"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":[0.000001218906,0.000007971865,4.1204e-8,0.00002101892,0.00001250285,0.00000363457,0.001067164,5.275966e-9,3.185098e-8,0.8648462,0.1305011,0.003539087],"study_design_scores_gemma":[0.00002322399,0.00002110976,6.751344e-8,0.00001469863,0.00000914572,3.107856e-7,0.00001449236,0.000008294185,9.055533e-8,0.2988068,0.7009872,0.000114589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.142429e-7,0.0001164419,0.00004665722,0.00007009089,0.000907611,0.00006493437,0.00003912815,0.0001182933,0.9986365],"genre_scores_gemma":[0.0005440793,0.000004649568,0.00001792371,0.0005295924,0.001302958,0.000006285014,0.00006688077,0.00002472688,0.9975029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5704861,"threshold_uncertainty_score":0.9985618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400649551510918,"score_gpt":0.2242951887891358,"score_spread":0.084230233638044,"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."}}