{"id":"W4250081387","doi":"10.1386/fspc.4.2.249_5","title":"Book Reviews","year":2017,"lang":"en","type":"article","venue":"Fashion Style & Popular Culture","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Style (visual arts); Art; Art history; Ethnography; Media studies; Diaspora; History; Sociology; Anthropology; Visual arts; Gender studies","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"],"consensus_categories":[],"category_scores_codex":[0.0004444847,0.0001566274,0.0002762821,0.00001586306,0.004853951,0.000170238,0.000571935,0.0001538061,0.0006069883],"category_scores_gemma":[0.0005537485,0.0001162353,0.0001817755,0.0000612319,0.0003582748,0.0004910383,0.00008161863,0.0002093754,0.0006495991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009054659,"about_ca_system_score_gemma":0.00002855054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005726602,"about_ca_topic_score_gemma":0.0009732832,"domain_scores_codex":[0.9987271,0.0001920582,0.0001888524,0.0002767837,0.0003148914,0.0003002906],"domain_scores_gemma":[0.9990126,0.00000335505,0.0002653003,0.0004896441,0.00009390651,0.0001351369],"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":[0.000003780814,0.00002401473,0.001251864,0.00001037088,0.00001452581,0.000009306859,0.04825556,5.551924e-8,0.000112854,0.03290974,0.9154687,0.001939249],"study_design_scores_gemma":[0.0001095592,0.00001683664,0.0005656425,0.00002987731,0.00002603118,7.730922e-7,0.009298906,9.16129e-8,0.000004225854,0.0001137376,0.989659,0.0001753488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00308094,0.07672572,0.000101546,0.006673443,0.001716247,0.0008611363,0.00001965799,0.000258413,0.9105629],"genre_scores_gemma":[0.2434444,0.01715871,0.0004401339,0.004810218,0.002224754,0.00009972858,0.00002426501,0.00002514883,0.7317727],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2403634,"threshold_uncertainty_score":0.9964416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971103736403195,"score_gpt":0.3271139920752827,"score_spread":0.2874029547112508,"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."}}