{"id":"W4415088477","doi":"10.32920/30338023","title":"The Network of excellence on Regional Liveable Diversity","year":2025,"lang":"en","type":"article","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Diversity (politics); Excellence; Ethnic group; Inclusion (mineral); Regional policy; Table (database); Focus group","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":[0.02158498,0.001240775,0.001455466,0.002771647,0.00288758,0.01112917,0.004856643,0.004264653,0.1797924],"category_scores_gemma":[0.04227512,0.0006149907,0.001238445,0.003520152,0.002365033,0.007573735,0.0172194,0.004409138,0.1072495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007111166,"about_ca_system_score_gemma":0.03832984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0231422,"about_ca_topic_score_gemma":0.02545494,"domain_scores_codex":[0.9770753,0.008249842,0.001440695,0.00212209,0.007528904,0.003583157],"domain_scores_gemma":[0.9566156,0.004953024,0.001756852,0.005708268,0.0154138,0.01555251],"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":[0.00007570881,0.00003155896,0.0005115969,0.0007025255,0.00001205022,0.00008858833,0.0005144703,0.0001404933,0.0001332677,0.02250805,0.862619,0.1126627],"study_design_scores_gemma":[0.000006914894,0.00001059428,0.0003367949,0.0005960066,0.0000028478,0.00004078911,0.0003210858,0.00003392421,0.00006126494,0.001711762,0.9968724,0.000005639145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001881648,0.0250187,0.01184788,0.1506675,0.02743686,0.0008782067,0.0200948,0.002933093,0.7592413],"genre_scores_gemma":[0.04870858,0.04588026,0.05331909,0.03889168,0.004491307,0.002771578,0.04353597,0.007073319,0.7553283],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1797924,"threshold_uncertainty_score":0.6014657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03986899324617133,"score_gpt":0.31731823128363,"score_spread":0.2774492380374587,"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."}}