{"id":"W4399799145","doi":"10.55016/ojs/ajer.v58i4.55700","title":"In the Spirit of Ubuntu: Stories of Teaching and Research, Diane M. Caracciolo &amp; Anne M. Mungai, Editors","year":2013,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Sociology; Mathematics education; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008883559,0.001346159,0.000953252,0.002452625,0.005851598,0.01590274,0.002048198,0.005534241,0.003436054],"category_scores_gemma":[0.0206581,0.0008392695,0.0004728403,0.002865849,0.008786481,0.01251464,0.006879524,0.009155143,0.001787468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003045114,"about_ca_system_score_gemma":0.004277518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007110147,"about_ca_topic_score_gemma":0.02854254,"domain_scores_codex":[0.9950873,0.003196666,0.0002061218,0.000192449,0.001016486,0.0003008567],"domain_scores_gemma":[0.9812259,0.01541883,0.0006430995,0.0003204097,0.0008438837,0.001547917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005354646,0.00002082419,0.0002234101,0.0004949601,0.00001265052,0.0004702132,0.02676812,0.00009174957,0.0001453006,0.02593096,0.8684076,0.07738063],"study_design_scores_gemma":[0.00000380632,0.000006519971,0.0001899587,0.0006825805,0.000003740771,0.0002988228,0.009634859,0.0000453221,0.00005687403,0.004855999,0.98421,0.00001145507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001787813,0.4980158,0.001461401,0.3943648,0.08137661,0.00002157781,0.00006090967,0.0001255071,0.02278558],"genre_scores_gemma":[0.05633403,0.6199074,0.005097896,0.1151359,0.09461598,0.0002003694,0.0001383531,0.0006191319,0.1079509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01590274,"threshold_uncertainty_score":0.04698133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.164249652648466,"score_gpt":0.4729801597145894,"score_spread":0.3087305070661234,"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."}}