{"id":"W4286291918","doi":"10.3138/jeunesse-14.1.02","title":"The Picture of Privilege: Examining the Lack of Diverse Characters in 2018 Australian Children’s Picture Books","year":2022,"lang":"en","type":"article","venue":"Jeunesse Young People Texts Cultures","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Picture books; Diversity (politics); Publishing; Reading (process); Inclusion (mineral); Privilege (computing); Project commissioning; Gender studies; Sociology; Media studies; Political science; Law; Visual arts; Art; Anthropology","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":[0.0004044502,0.0002735716,0.0003960066,0.0001143983,0.0008986618,0.0001737337,0.0009028364,0.00007245696,0.0008997309],"category_scores_gemma":[0.00005661215,0.00014874,0.0002008901,0.0002032419,0.0003964754,0.0001977263,0.000299578,0.0006098188,0.00000426821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005733643,"about_ca_system_score_gemma":0.00003679566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004300213,"about_ca_topic_score_gemma":0.009848555,"domain_scores_codex":[0.9980857,0.000236568,0.0005058919,0.0003015553,0.0005289742,0.0003413405],"domain_scores_gemma":[0.9985954,0.0001457198,0.0004637681,0.000644767,0.0001109084,0.0000394597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001697593,0.0002660964,0.07368291,0.0001121291,0.0005913237,0.00001043261,0.7664567,0.0004812696,0.001155161,0.1091483,0.04753846,0.0003874286],"study_design_scores_gemma":[0.001180963,0.0002680003,0.5082702,0.0001264723,0.000524026,0.00004551486,0.2458942,0.00001988163,0.0009151078,0.002875688,0.2391149,0.0007650129],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921747,0.0007338694,5.172585e-7,0.001027563,0.0008531778,0.0004329744,0.0003152871,0.00004205194,0.004419786],"genre_scores_gemma":[0.9820453,0.00002866538,0.00000703729,0.000248289,0.0003992237,0.00007341613,0.0001079196,0.0000254156,0.01706476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205625,"threshold_uncertainty_score":0.9851422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513455272693367,"score_gpt":0.2554106648408378,"score_spread":0.2302761121139041,"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."}}