{"id":"W1886361918","doi":"","title":"Plain Diversity: Amish Cultures & Identities","year":2008,"lang":"en","type":"article","venue":"Journal of Mennonite studies","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Sociology; Geography; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240254,0.0001273826,0.0002906816,0.00001630684,0.0008638375,0.00001904013,0.0002399024,0.00005049423,0.00005530071],"category_scores_gemma":[0.0000101516,0.00003749818,0.0001780984,0.0001974516,0.0001323492,0.0002607554,0.0002358667,0.0001586907,0.0000138851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003628333,"about_ca_system_score_gemma":0.000005481537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000184458,"about_ca_topic_score_gemma":0.00007658097,"domain_scores_codex":[0.9990052,0.0000544654,0.0002879323,0.00009731949,0.0003747278,0.0001803294],"domain_scores_gemma":[0.9991551,0.0001255835,0.0002662211,0.00002291852,0.0003622837,0.00006786922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007602265,0.001023962,0.3956006,0.00009438894,0.004020162,0.002826324,0.05043737,0.00006118121,0.1437758,0.002004177,0.3281014,0.0712944],"study_design_scores_gemma":[0.0007741095,0.001211672,0.7973744,0.00009230299,0.0002098513,0.001354851,0.03766736,9.548564e-7,0.0004212454,0.003601224,0.1567762,0.0005157946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907274,0.0064762,0.000001539878,0.0004642677,0.0003431175,0.00004973902,0.00001134434,0.00001783876,0.001908523],"genre_scores_gemma":[0.9873547,0.009125064,0.0001000641,0.0003382637,0.0007909078,8.51783e-7,0.000002762811,4.904441e-7,0.002286913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4017738,"threshold_uncertainty_score":0.6644027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365931763273952,"score_gpt":0.2522498448957476,"score_spread":0.2085905272630081,"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."}}