{"id":"W4220741604","doi":"10.5195/names.2022.2377","title":"Wherefore Art Thou Juanita?","year":2022,"lang":"en","type":"article","venue":"Names","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Pittsburgh","keywords":"Popularity; Census; History; Population; Ballad; Genealogy; Art; Sociology; Literature; Demography; Law; Political science; Poetry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003298039,0.00002706164,0.00004781154,0.00002386707,0.0005116193,0.00001519023,0.0001194322,0.00002056633,0.008785388],"category_scores_gemma":[0.0003109298,0.00002679495,0.00002366646,0.00009917095,0.00004677496,0.00001825893,0.00004272987,0.00007826308,0.0001992109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000608207,"about_ca_system_score_gemma":0.0001080772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003470862,"about_ca_topic_score_gemma":0.0003809474,"domain_scores_codex":[0.9994448,0.0001182048,0.00005851489,0.00008010162,0.000178908,0.0001195024],"domain_scores_gemma":[0.9997982,0.00004376361,0.00002839466,0.00006588642,0.00002843565,0.00003526787],"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":[0.000006425068,0.00004061056,0.005658495,0.00000134225,0.000008448655,0.00001503125,0.01740484,0.00001579641,0.0000316058,0.800234,0.1730955,0.003487958],"study_design_scores_gemma":[0.00008381287,0.00001666186,0.0008505954,3.627277e-7,0.000002991135,0.000001049451,0.003995917,0.00001372132,0.000003539338,0.006622362,0.9883721,0.00003685585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02768425,0.00008808791,0.00019975,0.01041601,0.002403769,0.0001277855,0.00001480982,0.0001422686,0.9589233],"genre_scores_gemma":[0.9308258,0.000007870721,0.0003303174,0.001533307,0.0003649374,0.00002014419,0.000007762014,0.000004228882,0.06690565],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9031416,"threshold_uncertainty_score":0.9921207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348398073151847,"score_gpt":0.3159780540152218,"score_spread":0.2924940732837033,"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."}}