{"id":"W2277896285","doi":"10.5617/osla.311","title":"Place Names in Multicultural Societies","year":2012,"lang":"en","type":"article","venue":"Oslo Studies in Language","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Toponymy; History; Sociology; Geography; Political science; Genealogy; Law; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004748657,0.00008881357,0.0001581273,0.00002958577,0.0002232877,0.000008956288,0.0001249748,0.00006858703,0.0001125687],"category_scores_gemma":[0.0003937321,0.0000694183,0.00004066918,0.00019633,0.000387717,0.0002470633,0.00005437179,0.0001516019,0.0000348498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964064,"about_ca_system_score_gemma":0.00001630279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003979019,"about_ca_topic_score_gemma":0.007203973,"domain_scores_codex":[0.9991291,0.0001404738,0.0001161277,0.0001070012,0.0001630761,0.0003442448],"domain_scores_gemma":[0.9997444,0.00008324481,0.00003335232,0.00007457231,0.00002269547,0.00004170774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005237616,0.00005364591,0.006429591,0.00001871269,0.00001147198,0.000009712825,0.9761772,0.00000351059,0.0002273353,0.001994838,0.01454931,0.0005194968],"study_design_scores_gemma":[0.0002639848,0.00000707576,0.00640206,0.00004588499,0.000005227202,8.343183e-7,0.8673096,8.829879e-7,0.00006125977,0.00006578126,0.1256906,0.0001467852],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128296,0.03167229,1.707322e-7,0.0006806867,0.0006455169,0.0001185412,0.000002832304,0.00004648552,0.05400391],"genre_scores_gemma":[0.9856727,0.0004434587,0.0001106699,0.0002702491,0.0003947422,0.00002893291,0.000001790609,0.000004297371,0.01307313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111413,"threshold_uncertainty_score":0.4019986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0472149964079937,"score_gpt":0.3824127190493864,"score_spread":0.3351977226413927,"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."}}