{"id":"W3148487437","doi":"10.29173/iasl8165","title":"Multicultural South African Children's Literature: Reflections of a Changing Society","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Poverty; Immigration; Power (physics); Gender studies; Sociology; Political science; Criminology; Pedagogy; Law","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":[0.00802571,0.001121648,0.001052149,0.005379335,0.03291387,0.01550652,0.001656986,0.003007245,0.004733266],"category_scores_gemma":[0.01499128,0.0007917831,0.0003964189,0.006169249,0.01961887,0.007444542,0.01049764,0.005014503,0.0003441292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129382,"about_ca_system_score_gemma":0.008026982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047293,"about_ca_topic_score_gemma":0.04403928,"domain_scores_codex":[0.9952294,0.003028307,0.000199109,0.0002201307,0.0004851671,0.0008380198],"domain_scores_gemma":[0.9839222,0.0114083,0.002012093,0.0003691173,0.000979064,0.001309267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001226095,0.00001002936,0.0003800154,0.0001494749,0.000003591457,0.0009337798,0.9890515,0.000006324476,0.0001103748,0.00490882,0.001847747,0.002585918],"study_design_scores_gemma":[0.000003617373,0.00001021332,0.001304584,0.0003454042,0.000005391289,0.0003471311,0.9545906,0.000005888129,0.00007407634,0.0004163904,0.04289125,0.0000054499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232735,0.0472836,0.0004270053,0.0568912,0.00199537,0.0001104997,0.0001194798,0.0000308578,0.06986851],"genre_scores_gemma":[0.962859,0.02081984,0.0003127157,0.003634382,0.0005381818,0.0001367567,0.00003568859,0.00005337327,0.01161011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291387,"threshold_uncertainty_score":0.08194286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070515160683183,"score_gpt":0.3073317116882813,"score_spread":0.2766265600814494,"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."}}