{"id":"W3129041433","doi":"10.24193/subbdigitalia.2020.2.01","title":"The Construction of a Database with the Pupils of the Greek Catholic High School in Beius and the Geographic Visualization of their Birthplace (1876/1877 School Year)","year":2021,"lang":"en","type":"article","venue":"Studia Universitatis Babeș-Bolyai Digitalia","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Database; Empire; History; Geography; Ancient history; Computer science; 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":[0.0006782911,0.0001299294,0.0002263472,0.0001274973,0.000562938,0.00007754981,0.0003995291,0.00005052884,0.00006119903],"category_scores_gemma":[0.0003991363,0.00006681377,0.00009236445,0.001522781,0.002584082,0.0003085389,0.0001316815,0.0001444455,0.000001454847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003119644,"about_ca_system_score_gemma":0.0007251665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265778,"about_ca_topic_score_gemma":0.02472581,"domain_scores_codex":[0.9982409,0.0006748271,0.0002548419,0.0002050181,0.00041693,0.0002075049],"domain_scores_gemma":[0.9980425,0.0006911235,0.0003540339,0.0003989198,0.0004464145,0.00006701853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001822955,0.0001247697,0.6577972,0.00004128461,0.0002666673,0.000002666561,0.03221384,0.00001818828,0.00009823253,0.3066804,0.0009853769,0.001589125],"study_design_scores_gemma":[0.001913007,0.00007169852,0.6351925,0.000118204,0.0001478918,0.000005787165,0.3472414,0.000006492422,0.0002063489,0.002779793,0.01215408,0.0001627885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874029,0.0009822017,0.00004094151,0.004595063,0.0002358717,0.0005551825,0.0001739891,0.00001108124,0.006002803],"genre_scores_gemma":[0.9982513,0.001151286,0.00006208617,0.00006232756,0.00002570481,0.000009621121,0.00001461576,0.000007779002,0.0004152615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150276,"threshold_uncertainty_score":0.9930704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730274684794339,"score_gpt":0.2517286713642601,"score_spread":0.2429983966794658,"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."}}