{"id":"W4416187207","doi":"10.33063/prdy3e63","title":"Onomastic ideological assemblages: A model for understanding personal name conflicts","year":2025,"lang":"","type":"book-chapter","venue":"","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ideology; Politics; Multiculturalism; Feeling; Assemblage (archaeology); Focus (optics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00203807,0.0006688676,0.0009593612,0.0007042638,0.002725997,0.0009738806,0.0009666604,0.001229253,0.007885361],"category_scores_gemma":[0.001746619,0.000657196,0.0008949761,0.0001816351,0.002017526,0.0004515412,0.0004312943,0.0007855216,0.0001521912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643528,"about_ca_system_score_gemma":0.002082918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006719739,"about_ca_topic_score_gemma":0.003191441,"domain_scores_codex":[0.99451,0.0001596568,0.0009154806,0.001345329,0.001836322,0.001233224],"domain_scores_gemma":[0.9955402,0.002369159,0.0003512242,0.0003128132,0.0008141694,0.0006124172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001075448,0.0001107334,0.0001319918,0.0003535462,0.0001767915,0.00001305823,0.003322878,0.00005541104,0.000005004969,0.9906435,0.004222432,0.0008571],"study_design_scores_gemma":[0.001212995,0.000274311,0.00003655437,0.000309192,0.0003870246,0.000001862996,0.01162305,0.3087845,0.000001887701,0.6605541,0.01588045,0.0009340869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001104252,0.0003747186,0.3686363,0.003520168,0.0005430779,0.001493368,0.00010178,0.00008744629,0.6251327],"genre_scores_gemma":[0.3791649,0.0007073485,0.0006484831,0.0005476578,0.0003117492,0.00008318073,0.00004518522,0.00003002264,0.6184614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3790545,"threshold_uncertainty_score":0.999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.289768369837662,"score_gpt":0.4016481359608981,"score_spread":0.1118797661232361,"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."}}