{"id":"W2493166330","doi":"","title":"Developing Digital Mappaemundi","year":2012,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004799688,0.0002764461,0.000180673,0.002992372,0.002244783,0.004938789,0.001100392,0.0005514862,0.02023328],"category_scores_gemma":[0.01111009,0.0002551694,0.0002078849,0.002251907,0.001045907,0.005516693,0.005936683,0.0009196803,0.002508907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741343,"about_ca_system_score_gemma":0.006621305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004735969,"about_ca_topic_score_gemma":0.009241696,"domain_scores_codex":[0.9989167,0.0004289313,0.00006783818,0.0001415275,0.0002850774,0.0001598513],"domain_scores_gemma":[0.9967733,0.0008479628,0.0002695752,0.0005580307,0.0009457796,0.0006053157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007940441,0.0004735577,0.01831069,0.0003377042,0.00002547496,0.0003961369,0.0254033,0.001331909,0.006332115,0.454239,0.02169627,0.4713745],"study_design_scores_gemma":[0.00003806566,0.0001658333,0.01541106,0.0003956991,0.00003722219,0.0002387821,0.03690411,0.005307471,0.01099533,0.05821219,0.8722714,0.00002272736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3162014,0.000811861,0.08840464,0.00950433,0.0003583337,0.0013277,0.001036797,0.0009629607,0.5813919],"genre_scores_gemma":[0.7238544,0.001230831,0.1581879,0.0007791033,0.00007991335,0.0008425481,0.00229105,0.0002855872,0.1124488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02023328,"threshold_uncertainty_score":0.06768703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129027154379362,"score_gpt":0.3233728958469606,"score_spread":0.2720826243031669,"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."}}