{"id":"W2979887799","doi":"10.4324/9780203878767-8","title":"Educating Teachers for Social Justice","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social justice; Economic Justice; Sociology; Pedagogy; Political science; Mathematics education; Psychology; Criminology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084147,0.0001552259,0.0001871194,0.00005770255,0.002265684,0.0001041875,0.0004152103,0.0002819818,0.001241684],"category_scores_gemma":[0.0001121909,0.0001687497,0.0001478167,0.00002351782,0.00007818398,0.00004677958,0.00004435743,0.0005730406,0.0001062921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180595,"about_ca_system_score_gemma":0.0002740215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008295606,"about_ca_topic_score_gemma":0.001477875,"domain_scores_codex":[0.9990137,0.0001057318,0.0001624896,0.0001726264,0.0002761057,0.0002693351],"domain_scores_gemma":[0.9991611,0.0003597959,0.000136049,0.0001560545,0.0001143122,0.00007264637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003096675,0.00001646302,7.820126e-7,0.00002301065,0.00002963176,2.455797e-7,0.03910966,0.000001261985,5.264779e-7,0.6726062,0.06099695,0.2272121],"study_design_scores_gemma":[0.00008686222,0.00002811178,0.000008220854,0.0000360622,0.0001466534,8.806676e-8,0.03992971,0.000002442069,3.888873e-7,0.01354054,0.9460171,0.0002037651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002477877,0.00009266521,0.00009491712,0.006173242,0.0004253835,0.0002743088,0.000002655599,0.0001745371,0.9927375],"genre_scores_gemma":[0.001407761,0.00006234815,0.00166315,0.002211068,0.002087759,0.00001318602,0.00002758947,0.00002790807,0.9924992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8850202,"threshold_uncertainty_score":0.9996713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0954982360341737,"score_gpt":0.3707273132886569,"score_spread":0.2752290772544832,"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."}}