{"id":"W6966902301","doi":"10.48617/rpt.1312","title":"Jewish Miami: A 2024 Community Study","year":2025,"lang":"en","type":"article","venue":"Brandeis ScholarWorks","topic":"Jewish Identity and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miami; Judaism; Quarter (Canadian coin); Population; Jewish identity; Haskalah","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003858902,0.0001343492,0.000238015,0.00009775669,0.003313348,0.0007692532,0.0007725647,0.0002672474,0.0003753867],"category_scores_gemma":[0.0008916689,0.0001461283,0.0001688556,0.001071375,0.0002772617,0.0006062394,0.0002224169,0.001596467,0.0001085347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654173,"about_ca_system_score_gemma":0.0002657153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979412,"about_ca_topic_score_gemma":0.01630342,"domain_scores_codex":[0.9969878,0.001711889,0.0002256583,0.0002238504,0.0004521849,0.0003986477],"domain_scores_gemma":[0.9988067,0.0003648431,0.0000568132,0.0004777905,0.0001638961,0.0001300235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001436271,0.001927654,0.7922447,0.00004080787,0.0003180121,0.00001685154,0.04086738,0.00001409572,0.00003141958,0.0319116,0.1010294,0.0315837],"study_design_scores_gemma":[0.002500571,0.0000859246,0.5477276,0.0001566973,0.0001681147,6.410726e-7,0.1383381,0.00002280782,0.00001890658,0.01782403,0.2927023,0.0004542917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068286,0.001014391,0.0003767187,0.001953385,0.001319116,0.0005737106,0.000004261053,0.0001930834,0.2877367],"genre_scores_gemma":[0.9745342,0.0001271725,0.00008272906,0.001060272,0.0001544636,0.00003199638,0.000003507157,0.000009061384,0.02399665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677056,"threshold_uncertainty_score":0.9979842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279104434448217,"score_gpt":0.3513079948341806,"score_spread":0.3233975513893589,"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."}}