{"id":"W4413888193","doi":"10.63409/2025.51","title":"JEDDI as Labour Imperative","year":2025,"lang":"en","type":"article","venue":"CAUT Journal","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"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":[0.01068281,0.000312637,0.0003578161,0.0007520692,0.01340109,0.01172569,0.001410392,0.004057264,0.00544516],"category_scores_gemma":[0.01141338,0.0002382633,0.0003168212,0.001013157,0.03301567,0.007853184,0.01529704,0.01141999,0.0008507412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337692,"about_ca_system_score_gemma":0.02229131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00740073,"about_ca_topic_score_gemma":0.009707129,"domain_scores_codex":[0.9911532,0.004333605,0.0003264079,0.0006995397,0.001756799,0.001730352],"domain_scores_gemma":[0.9941323,0.002568768,0.0004476947,0.0006031732,0.0009652451,0.001282675],"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":[0.000006704387,0.00001102197,0.0002136529,0.00002726385,5.320017e-7,0.00005738136,0.0132637,0.00003745314,0.0001101189,0.973022,0.005792712,0.007457345],"study_design_scores_gemma":[0.000008219944,0.0000282633,0.0006890675,0.0002848023,0.000002179436,0.00009743063,0.02389623,0.000227733,0.0003493763,0.3511139,0.6232832,0.00001961603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06023367,0.009082796,0.008923103,0.3353221,0.002866016,0.0001004496,0.00007263388,0.00009548856,0.5833037],"genre_scores_gemma":[0.8658191,0.003188232,0.00373864,0.02951763,0.0006995298,0.0001511057,0.0000339646,0.00006288211,0.09678891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01340109,"threshold_uncertainty_score":0.09705681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181201741290603,"score_gpt":0.3647331494290018,"score_spread":0.3466129752999415,"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."}}