{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007127966,0.0003324977,0.0006880836,0.006953242,0.01089016,0.007755019,0.001325256,0.001030162,0.003082972],"category_scores_gemma":[0.02233369,0.0007400443,0.0002214345,0.006662046,0.01192319,0.006240265,0.009002922,0.002680608,0.0002805317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007989846,"about_ca_system_score_gemma":0.007774748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.108727,"about_ca_topic_score_gemma":0.2121922,"domain_scores_codex":[0.9933475,0.002397207,0.0004463262,0.0005718936,0.002455855,0.0007812395],"domain_scores_gemma":[0.9845912,0.008619321,0.002811101,0.0006286997,0.00240743,0.0009422154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004545516,0.000005918675,0.005799038,0.00008796268,0.000002049118,0.0002918575,0.9895846,0.00000274479,0.0001314904,0.001432615,0.0001737797,0.002483309],"study_design_scores_gemma":[3.467041e-7,0.000007508049,0.01457216,0.0001834403,0.000003684132,0.0001602645,0.9765668,0.000007492521,0.0001099936,0.0001491872,0.008234808,0.000004505192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982613,0.001031821,0.0001594891,0.001391599,0.00002562578,0.00002585448,0.00008134556,0.000002726025,0.0146686],"genre_scores_gemma":[0.9953885,0.001493256,0.0002116968,0.0002594619,0.00001698924,0.00006203832,0.00005512638,0.00001149118,0.002501356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108727,"threshold_uncertainty_score":0.2161883,"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."}}