{"id":"W2486174844","doi":"10.1007/978-94-6300-534-0","title":"Self-Study and Diversity II","year":2016,"lang":"en","type":"book","venue":"SensePublishers eBooks","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; University of British Columbia","funders":"","keywords":"Diversity (politics); Psychology; Geography; Sociology; Anthropology","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":[0.001406618,0.0002522302,0.0003068,0.0001739014,0.002262114,0.0003279787,0.0004238144,0.000418309,0.0004210512],"category_scores_gemma":[0.0005335239,0.000236545,0.00008883702,0.0000376263,0.0008393156,0.0003100582,0.0007620761,0.0003781915,0.0000658354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866982,"about_ca_system_score_gemma":0.0009448451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003368567,"about_ca_topic_score_gemma":0.002151382,"domain_scores_codex":[0.9977321,0.0003614954,0.0002155046,0.0005245509,0.0007054258,0.0004609391],"domain_scores_gemma":[0.9983448,0.0005090097,0.0001258645,0.0003962413,0.0002735953,0.0003504367],"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":[0.00003366323,0.0002061394,0.0002304775,0.00005191856,0.0001939683,0.00003780992,0.3811637,7.694622e-9,0.000002274184,0.3446654,0.245901,0.02751363],"study_design_scores_gemma":[0.0002769282,0.0001033415,0.00004896262,0.00003847289,0.0001380296,0.000001513312,0.0218922,2.060966e-7,8.116828e-7,0.1427336,0.8344355,0.0003304855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01373201,0.00004070697,0.000002605833,0.001712249,0.001414958,0.0008195139,0.00001614698,0.000330187,0.9819316],"genre_scores_gemma":[0.06267421,0.000008963403,0.00006631203,0.0002543084,0.001054371,0.000009521852,0.000005137399,0.00003434527,0.9358928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5885345,"threshold_uncertainty_score":0.9990368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834019382297536,"score_gpt":0.296769264153611,"score_spread":0.2784290703306356,"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."}}