{"id":"W4233846373","doi":"10.16995/dm.54","title":"Stephen Murray and Andrew Tallon, 2012-. Mapping Gothic France. http://mappinggothic.org/","year":2015,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Timeline; Architecture; Rendering (computer graphics); Art history; Space (punctuation); Narrative; Politics; Art; Visual arts; History; Computer science; Computer graphics (images); Archaeology; Law; Literature; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003596921,0.0002971527,0.000346061,0.0000833675,0.0003056389,0.0006991792,0.0002143172,0.00009412224,0.0003495477],"category_scores_gemma":[0.0001911835,0.0002252599,0.00009290062,0.00005865473,0.0006218004,0.001321393,0.0001311561,0.00026327,0.0005734104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002752951,"about_ca_system_score_gemma":0.00004739558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718612,"about_ca_topic_score_gemma":0.00009477516,"domain_scores_codex":[0.9984479,0.00004397552,0.0003375217,0.0003610565,0.0004071385,0.0004024112],"domain_scores_gemma":[0.9990366,0.00007492359,0.0001144686,0.0002378784,0.0002069187,0.0003291754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000125072,0.0003292945,0.003830036,0.0003831985,0.0002948682,0.0001039046,0.1959869,0.000002619282,0.0004800863,0.6681774,0.11684,0.01344665],"study_design_scores_gemma":[0.0006297987,0.0001406728,0.0001632031,0.0001433417,0.00002159244,0.00001443913,0.01010317,0.00002886881,0.00003614666,0.008120465,0.9802397,0.0003586297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2437001,0.005452202,0.00009003362,0.001686659,0.002007785,0.0004088758,0.0002234787,0.0003810707,0.7460498],"genre_scores_gemma":[0.9346581,0.00003078426,0.0000210463,0.001292801,0.001862019,0.00001876437,0.0001119917,0.00004149044,0.06196304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8633996,"threshold_uncertainty_score":0.9185834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139746282260985,"score_gpt":0.2546950925847416,"score_spread":0.1932976297621317,"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."}}