{"id":"W1987559023","doi":"10.1179/nam.2001.49.4.283","title":"A Rewarding Career in Toponymy","year":2001,"lang":"en","type":"article","venue":"Names","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Toponymy; Ceylon; Geography; Settlement (finance); History; Cartography; Media studies; Archaeology; Sociology; Ancient history","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":[0.003522418,0.0008637284,0.001153846,0.002018674,0.008845114,0.009568185,0.001155743,0.002556613,0.1109608],"category_scores_gemma":[0.006932523,0.0005603747,0.0005174019,0.00223377,0.004637633,0.007820128,0.00574209,0.00626399,0.03883888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005538119,"about_ca_system_score_gemma":0.007784381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030022,"about_ca_topic_score_gemma":0.03410026,"domain_scores_codex":[0.9961242,0.000986874,0.0001908694,0.0007757149,0.001152163,0.0007701588],"domain_scores_gemma":[0.9890778,0.001162189,0.000296889,0.0004717275,0.002266492,0.006724874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002849131,0.00004359248,0.000705916,0.000106923,0.000004640534,0.0002568293,0.002955884,0.00001804777,0.0002231314,0.02964586,0.919969,0.04604166],"study_design_scores_gemma":[0.000001889819,0.00001283828,0.0005196061,0.0001267093,0.000001040986,0.0001812448,0.001230408,0.0000205039,0.00004851027,0.001634118,0.9962153,0.000007895345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007489366,0.05286006,0.002868437,0.4770152,0.04972309,0.00007329876,0.0009005822,0.0004918816,0.4085781],"genre_scores_gemma":[0.0437353,0.01421699,0.003735594,0.03570581,0.004259635,0.00004656676,0.0003579516,0.0003680906,0.8975741],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1109608,"threshold_uncertainty_score":0.3712009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991192790871195,"score_gpt":0.3055314442157105,"score_spread":0.2656195163069986,"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."}}