{"id":"W4416643973","doi":"10.1108/979-8-88730-183-920251026","title":"Sakina Dada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Injustice; Work (physics); Natural (archaeology); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001153404,0.0001388831,0.0002027214,0.00002158153,0.0005093565,0.00003132868,0.0001963145,0.0002087285,0.003688129],"category_scores_gemma":[0.00005145797,0.00009565979,0.0001214378,0.00003674362,0.000343775,0.00003137258,0.0001013644,0.0001849462,0.00397376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004711218,"about_ca_system_score_gemma":0.00003986156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006622738,"about_ca_topic_score_gemma":0.00260248,"domain_scores_codex":[0.9990985,0.00001084695,0.0001209211,0.0002005617,0.0003783352,0.0001908518],"domain_scores_gemma":[0.9995882,0.0001127611,0.00005353012,0.00008536487,0.00006549264,0.00009467667],"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":[0.000001021878,0.000001168015,0.00000221059,0.000003065216,0.00002637277,0.00000821075,0.0005844918,2.913793e-8,1.448556e-7,0.9467621,0.04961858,0.002992655],"study_design_scores_gemma":[0.00001091649,0.000006814493,0.00000558039,0.00001191518,0.000008709422,5.371999e-8,0.0001055022,3.602888e-8,8.290443e-8,0.44695,0.5528053,0.00009510903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000120022,0.0001281735,0.000001249371,0.01629946,0.0003383826,0.0001101907,0.00002141926,0.0002692586,0.9828306],"genre_scores_gemma":[0.001483957,0.001057868,0.00001804244,0.0003712402,0.001463399,0.000003904617,0.000008723174,0.00001649275,0.9955764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5031867,"threshold_uncertainty_score":0.9972227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345857906506758,"score_gpt":0.3157972911166008,"score_spread":0.1812115004659249,"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."}}