{"id":"W7135290548","doi":"","title":"Identifying a “New” Social Variable: Sociospatial Distance from the Old Order Mennonites","year":2025,"lang":"","type":"article","venue":"Scholarly Commons (University of Pennsylvania)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Ethnography; Order (exchange); Negotiation; Social order; Social worlds; Social category","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001618455,0.000335534,0.0006353223,0.0001995357,0.005851059,0.0007873107,0.002441785,0.0006029037,0.005606701],"category_scores_gemma":[0.001262704,0.0003944714,0.0002801815,0.002278328,0.001322943,0.001361675,0.0009347296,0.001023756,0.0001531992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202262,"about_ca_system_score_gemma":0.002426426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08179609,"about_ca_topic_score_gemma":0.04852671,"domain_scores_codex":[0.996043,0.001319628,0.0004530117,0.0007106306,0.0008076641,0.0006660703],"domain_scores_gemma":[0.9960821,0.00137703,0.0006508291,0.0006286425,0.001052373,0.0002090735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002523044,0.0003211586,0.01798002,0.00003677803,0.0007682209,0.00002956669,0.1084849,0.000007965642,0.001079696,0.8248177,0.0416621,0.004559692],"study_design_scores_gemma":[0.005275364,0.0001056569,0.1140943,0.0003073374,0.001742189,0.000001119828,0.1285565,0.0004907266,0.00002198219,0.1399354,0.6085221,0.0009472763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1915138,0.002984962,0.4502276,0.1124827,0.0134794,0.002428585,0.002312128,0.0004236981,0.2241472],"genre_scores_gemma":[0.9587528,0.0001999025,0.008247505,0.001045002,0.0006970522,8.84638e-7,0.00008377378,0.00002195118,0.03095118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.767239,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818146943886378,"score_gpt":0.2756579292779483,"score_spread":0.2474764598390845,"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."}}