{"id":"W2793672437","doi":"10.30816/iconn4/2017/3","title":"A dichotomy in the diachronic structure of family names","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Onomastics \"Name and Naming\"","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAINT; Metonymy; Rewriting; Linguistics; History; Computer science; Sociology; Philosophy; Art history; Metaphor","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":[0.002699073,0.000317566,0.0002858074,0.001838546,0.002688672,0.005034482,0.000924449,0.0009462418,0.004700444],"category_scores_gemma":[0.0078847,0.0002610011,0.0002353081,0.002572737,0.00936039,0.008906718,0.002550867,0.00162528,0.0007109542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233274,"about_ca_system_score_gemma":0.001207385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994122,"about_ca_topic_score_gemma":0.002312368,"domain_scores_codex":[0.995308,0.003072102,0.0002849679,0.000501841,0.000570637,0.0002624358],"domain_scores_gemma":[0.9972894,0.001540738,0.0002142671,0.0005084466,0.0003554024,0.00009181853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003133131,0.000005829525,0.0004640528,0.00005115684,0.000003062849,0.0000847462,0.03976421,0.00006266349,0.001067439,0.9441014,0.0005483685,0.01381575],"study_design_scores_gemma":[0.00004596612,0.0001049349,0.005975429,0.0003919522,0.0000352326,0.001554045,0.05892567,0.001907423,0.003456624,0.6475238,0.2799855,0.00009334947],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1702137,0.003901409,0.2129324,0.005263527,0.0007347348,0.0001522465,0.0006020947,0.0004850228,0.6057149],"genre_scores_gemma":[0.9746048,0.000534874,0.01301361,0.0002636446,0.00008956098,0.0001010533,0.0001415825,0.0001605111,0.01109035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005034482,"threshold_uncertainty_score":0.01692533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614947333963364,"score_gpt":0.2905122963018358,"score_spread":0.2343628229622021,"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."}}