{"id":"W157450501","doi":"","title":"Creating a Community of Difference.","year":2004,"lang":"en","type":"article","venue":"Educational leadership","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Psychology; Pedagogy; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01060744,0.0004093389,0.0003366981,0.001609157,0.01245602,0.01475119,0.00145616,0.004382784,0.02018693],"category_scores_gemma":[0.01676372,0.0002560948,0.0004040558,0.0008694151,0.02306078,0.01510479,0.02219527,0.005788163,0.00283177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003032632,"about_ca_system_score_gemma":0.009823936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434196,"about_ca_topic_score_gemma":0.004187351,"domain_scores_codex":[0.99089,0.00622914,0.0001576323,0.0006484308,0.001036283,0.001038581],"domain_scores_gemma":[0.9895459,0.002873244,0.0004330603,0.001768777,0.0009641757,0.004414853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002276214,0.0000774811,0.000995388,0.00008210777,0.00001070141,0.0001439082,0.02312014,0.0001089784,0.0003252127,0.8195711,0.08133804,0.07420411],"study_design_scores_gemma":[0.00002499586,0.00004463862,0.0007755702,0.000222422,0.0000101668,0.0001132155,0.02549951,0.0002297917,0.0003879338,0.3854847,0.5871925,0.00001456485],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03707928,0.008081916,0.03378225,0.2614565,0.006472914,0.0001848834,0.00009717319,0.0004045425,0.6524405],"genre_scores_gemma":[0.8675378,0.002605278,0.01860187,0.02054875,0.001178634,0.000245525,0.0001267591,0.0002920441,0.08886334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02018693,"threshold_uncertainty_score":0.067532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2248440540764151,"score_gpt":0.3737043975721959,"score_spread":0.1488603434957807,"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."}}