{"id":"W2206753221","doi":"10.1108/edi-03-2015-0018","title":"Lacking the right aesthetic","year":2015,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Originality; Ideology; Identity (music); Value (mathematics); Racism; Race (biology); Sociology; White (mutation); Ethnic group; Affect (linguistics); Psychology; Gender studies; Social psychology; Pedagogy; Aesthetics; Politics; Political science; Social science; Qualitative research; Law; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00272995,0.00005023215,0.00005517939,0.00006354105,0.008683771,0.0001749666,0.0006308319,0.0000450843,0.0004372961],"category_scores_gemma":[0.0003189057,0.00003688183,0.0000375544,0.00006198739,0.0002125702,0.0004903715,0.003400915,0.0001900235,0.00001867608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618868,"about_ca_system_score_gemma":0.000210005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00390112,"about_ca_topic_score_gemma":0.000756961,"domain_scores_codex":[0.9983926,0.0004793734,0.0001261194,0.00008514724,0.0007980958,0.0001186881],"domain_scores_gemma":[0.9991058,0.00005102398,0.0001033417,0.00006696822,0.0003930174,0.0002798491],"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":[0.00004949018,0.0001179261,0.01574612,7.217759e-7,0.00001391491,0.00000931819,0.7746121,0.00001115215,0.000003531836,0.1709401,0.002496168,0.03599945],"study_design_scores_gemma":[0.0005124825,0.00003286012,0.007324507,0.00001347281,0.000008883867,0.00004532912,0.02784055,0.0001813501,0.000008589601,0.03670383,0.9272212,0.0001069631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115511,0.00004748429,0.0001949978,0.03412671,0.001635941,0.00004879953,0.000004390636,0.00002207661,0.05236855],"genre_scores_gemma":[0.9928051,0.0001423969,0.00009212584,0.004673062,0.0007854505,2.083073e-7,0.00000266156,0.000001902313,0.00149708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.924725,"threshold_uncertainty_score":0.9926068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822109178937879,"score_gpt":0.4771329735418793,"score_spread":0.2949220556480914,"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."}}