{"id":"W4251679976","doi":"10.1386/ejac.29.2.173_5","title":"Book Reviews","year":2010,"lang":"en","type":"article","venue":"European Journal of American Culture","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Media studies; Narrative; History; Empire; Art history; Sociology; Art; Literature; Ancient history","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":[],"consensus_categories":[],"category_scores_codex":[0.00106027,0.00009767693,0.0002586429,0.00002196002,0.0006215806,0.00006160827,0.0003659074,0.00001507849,0.0004366824],"category_scores_gemma":[0.0002926687,0.0000586646,0.0002205968,0.0001965454,0.0006823533,0.00021421,0.00005147838,0.0004859194,0.0001608477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002559665,"about_ca_system_score_gemma":0.00003330457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002674834,"about_ca_topic_score_gemma":0.0001090528,"domain_scores_codex":[0.9986239,0.0005446826,0.000313149,0.00008146083,0.000246311,0.0001905091],"domain_scores_gemma":[0.9990231,0.00001764254,0.00050255,0.00006980446,0.0002367152,0.0001501773],"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":[0.00001446693,0.00002815742,0.0001353767,0.000002139476,0.00003146065,0.00006771973,0.05652198,1.885333e-7,0.001843047,0.0007379905,0.8991696,0.04144789],"study_design_scores_gemma":[0.00008152826,0.000155738,0.001800009,0.00002060551,0.00002055305,0.00001356808,0.008572708,4.372147e-8,0.00001543876,0.00003035085,0.9892001,0.0000894264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.048701,0.01830536,0.00005878034,0.02149271,0.002420095,0.0001975447,0.000003688603,0.0000483264,0.9087725],"genre_scores_gemma":[0.7138023,0.04122995,0.007385904,0.01643875,0.02089861,0.000002864108,0.000002849659,0.00006196524,0.2001768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7085957,"threshold_uncertainty_score":0.4781366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775461149708337,"score_gpt":0.3203760415183749,"score_spread":0.3026214300212915,"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."}}