{"id":"W4408198167","doi":"10.1080/0013838x.2025.2464394","title":"Fractal Gentrification in Hanif Abdurraqib’s Serial Poetry","year":2025,"lang":"en","type":"article","venue":"English Studies","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Poetry; Gentrification; Art; Fractal; Literature; Mathematics; Economics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0004132394,0.00008325929,0.0001492585,0.0001064424,0.0003221545,0.00003580551,0.0001374828,0.00007640713,0.00004855387],"category_scores_gemma":[0.001142934,0.0000761187,0.00003117001,0.0002763266,0.0001426746,0.0001561692,0.00005477423,0.0001079196,0.00001911788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722164,"about_ca_system_score_gemma":0.0001128449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002058215,"about_ca_topic_score_gemma":0.001516748,"domain_scores_codex":[0.9991592,0.00009212308,0.0001696093,0.0001817554,0.0001762902,0.0002210173],"domain_scores_gemma":[0.9995512,0.0001581535,0.00003749871,0.00007711774,0.0001490864,0.00002692635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007575622,0.0002775433,0.04837392,0.000128669,0.0003207023,0.00002001622,0.5362514,0.00001178107,0.0002021476,0.2074185,0.1867898,0.02012967],"study_design_scores_gemma":[0.0007423652,0.00001797832,0.1437707,0.000134577,0.00001913478,4.170509e-8,0.2108174,0.000003151341,0.0002519509,0.006024401,0.6379459,0.0002724433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7258402,0.01519285,0.00001479693,0.01408793,0.009061774,0.0005114859,0.000004902437,0.0002934776,0.2349925],"genre_scores_gemma":[0.9829233,0.006296106,0.00008444331,0.0001794475,0.0005457231,0.00002823295,0.000002873371,0.00000371809,0.009936205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4511561,"threshold_uncertainty_score":0.3104031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706757899594487,"score_gpt":0.3425141936518966,"score_spread":0.3054466146559517,"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."}}