{"id":"W4413436633","doi":"10.1007/978-3-031-32257-0_2-1","title":"DEI","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Theology and Philosophy of Evil","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006924463,0.0006060832,0.0003548265,0.001689663,0.001963368,0.005115396,0.0009301619,0.001351399,0.4958679],"category_scores_gemma":[0.001846569,0.0002237417,0.0003209723,0.001114756,0.001032251,0.002496987,0.002143207,0.002056337,0.3525898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859209,"about_ca_system_score_gemma":0.00155958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004805901,"about_ca_topic_score_gemma":0.008812962,"domain_scores_codex":[0.9993436,0.000104575,0.00002491014,0.0001309994,0.0002880991,0.0001078248],"domain_scores_gemma":[0.9994565,0.00007519073,0.00003211603,0.0001139716,0.0002388807,0.00008335453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003645436,0.00003195785,0.0002373549,0.0001323376,0.000005036724,0.00007039668,0.0003653182,0.00005131582,0.0006409446,0.1676256,0.7099187,0.1208846],"study_design_scores_gemma":[0.000001559058,0.000002390585,0.00008739081,0.00002724376,8.175752e-7,0.00003180356,0.0000599235,0.00001625354,0.00009884927,0.00316095,0.9965109,0.000001960098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003465144,0.0006795466,0.0006877356,0.001590453,0.001288032,0.00003217785,0.0005128898,0.0001335699,0.9947291],"genre_scores_gemma":[0.002997851,0.0005327329,0.0004469829,0.0008855434,0.0002062066,0.00003495823,0.0003865306,0.00009465376,0.9944144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.504132,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575603069149748,"score_gpt":0.2076929597211221,"score_spread":0.1719369290296247,"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."}}