{"id":"W4414627693","doi":"10.62477/jkmp.v25i5.563","title":"DEI Dilemma at AFT Capital","year":2025,"lang":"en","type":"article","venue":"Journal of Knowledge Management and Practice","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staring; Dilemma; Capital (architecture); Investment (military); Restructuring; Venture capital","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009232895,0.0004711272,0.0004787995,0.0008906089,0.0135197,0.01623868,0.001128084,0.01201754,0.02780965],"category_scores_gemma":[0.02186416,0.0003803294,0.0004549473,0.0007027555,0.008130544,0.01397941,0.006104134,0.01992019,0.008281782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005534201,"about_ca_system_score_gemma":0.007984757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567905,"about_ca_topic_score_gemma":0.02004338,"domain_scores_codex":[0.992142,0.001692836,0.0002557112,0.001279791,0.002711224,0.001918401],"domain_scores_gemma":[0.9912224,0.002686367,0.0004068654,0.0007053236,0.00166006,0.003318993],"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":[0.00005192016,0.00003512578,0.000537357,0.00002975953,0.000008879384,0.0006185201,0.003475392,0.00006583584,0.0002808408,0.4530182,0.5137919,0.02808641],"study_design_scores_gemma":[0.00001732528,0.00003586997,0.0004164763,0.0001517638,0.000005583713,0.0006793632,0.004191903,0.0002420663,0.0003502307,0.08081115,0.9130432,0.00005516958],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00971861,0.003439232,0.00307189,0.6853676,0.006140938,0.00002748036,0.00009797233,0.0001836186,0.2919527],"genre_scores_gemma":[0.2741321,0.003019574,0.003715524,0.336648,0.003965389,0.0001055835,0.0001235372,0.000399525,0.3778908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02780965,"threshold_uncertainty_score":0.09303254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704522737547274,"score_gpt":0.2728290244509903,"score_spread":0.2557837970755175,"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."}}