{"id":"W7117079334","doi":"","title":"Fairness, Travel, and Market Potential: An Optimization Framework for NBA Expansion","year":2025,"lang":"","type":"article","venue":"ArXiv.org","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Balance (ability); League; Revenue; Intersection (aeronautics); Basketball; Raising (metalworking); Pairwise comparison","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004151634,0.001262065,0.001318327,0.001254388,0.001382944,0.003093656,0.001717433,0.001646714,0.00826825],"category_scores_gemma":[0.007119022,0.0007727263,0.001159104,0.001112003,0.002259816,0.003209815,0.002159432,0.002440349,0.0004355718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004651537,"about_ca_system_score_gemma":0.002744221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914793,"about_ca_topic_score_gemma":0.01486624,"domain_scores_codex":[0.9981055,0.001159237,0.0000324936,0.0002112405,0.0001536302,0.0003379187],"domain_scores_gemma":[0.9978144,0.001330019,0.0002377561,0.0000948031,0.0001852512,0.0003377107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006748115,0.00005842524,0.0006832252,0.00002862364,0.00002299333,0.00005666275,0.00007454985,0.9020518,0.0002379306,0.09045839,0.00119548,0.005064459],"study_design_scores_gemma":[0.00003419085,0.000054313,0.0004180547,0.00002005936,0.00001554695,0.00001887109,0.0001729537,0.9264622,0.00008825587,0.07070907,0.001988994,0.00001752885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.171419,0.001128316,0.76138,0.003049346,0.0001734926,0.0003739877,0.0006547909,0.000159599,0.06166147],"genre_scores_gemma":[0.9405926,0.0005208981,0.04692212,0.0002132232,0.0000709465,0.0002840135,0.0001562695,0.00008382621,0.0111561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01914793,"threshold_uncertainty_score":0.03807294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805575558008925,"score_gpt":0.2480173902828146,"score_spread":0.2199616347027253,"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."}}