{"id":"W2078876446","doi":"10.1080/15595692.2011.606010","title":"Deconstructing Diversity: Professional Development for Elementary Teachers","year":2011,"lang":"en","type":"article","venue":"Diaspora Indigenous and Minority Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Diversity (politics); Ethnic group; Multiculturalism; Professional development; Pedagogy; Race (biology); Sociology; Population; Cultural diversity; Multicultural education; Action (physics); Psychology; Public relations; Political science; Gender studies","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006912917,0.0002940603,0.0003499503,0.000912662,0.02198671,0.008359284,0.001911935,0.001941001,0.003342367],"category_scores_gemma":[0.006500348,0.0004363839,0.0002297644,0.0007282707,0.01193609,0.003558454,0.01288022,0.003879948,0.0007108861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01218434,"about_ca_system_score_gemma":0.07544211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07644673,"about_ca_topic_score_gemma":0.2552586,"domain_scores_codex":[0.9959415,0.001920873,0.00009384375,0.0002250728,0.0007693928,0.001049396],"domain_scores_gemma":[0.9928067,0.001296253,0.0003180998,0.0003519388,0.0009684957,0.004258507],"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":[0.00002356855,0.0002122631,0.008832201,0.0001853918,0.000005199378,0.0006333363,0.7383302,0.0001611456,0.001654482,0.02803964,0.01684825,0.2050743],"study_design_scores_gemma":[0.00002073517,0.00008165506,0.008620801,0.0005607993,0.000009452493,0.0007020144,0.6820598,0.0002969481,0.0006844045,0.02852523,0.2784081,0.0000300428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5768766,0.006989932,0.0378799,0.09959769,0.000882329,0.0005906725,0.00004936385,0.0005530807,0.2765805],"genre_scores_gemma":[0.9098055,0.002461507,0.03871957,0.002997719,0.00007411288,0.0001918501,0.00004095124,0.00008028101,0.0456285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07644673,"threshold_uncertainty_score":0.1520035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062886424186336,"score_gpt":0.3496898174635854,"score_spread":0.2434011750449517,"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."}}