{"id":"W2746272872","doi":"10.5194/isprs-annals-iv-2-w2-303-2017","title":"UNFOLDING LEONARDO DA VINCI’S GLOBE (AD 1504) TO REVEAL ITS HISTORICAL WORLD MAP","year":2017,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Extant taxon; Engraving; Art; Cartography; Visual arts; Art history; Geography; Biology","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001324696,0.0001744565,0.0002516741,0.0003077241,0.001778549,0.001601499,0.001084107,0.00006483232,0.00000154121],"category_scores_gemma":[0.0006165863,0.0001277383,0.000111006,0.0006098248,0.0002973272,0.001370455,0.0004599155,0.000166235,0.00001036123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005307486,"about_ca_system_score_gemma":0.0001504715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04066873,"about_ca_topic_score_gemma":0.004162036,"domain_scores_codex":[0.9981334,0.00007065861,0.000500264,0.0002764834,0.0006453187,0.0003739013],"domain_scores_gemma":[0.9981641,0.00006492827,0.0006786512,0.0005463504,0.0003899159,0.0001560076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008987469,0.000004813853,0.0001005674,0.00002818791,0.000005620552,5.430849e-7,0.0004708072,0.0001023133,0.000566244,0.00003216358,0.00143511,0.9972447],"study_design_scores_gemma":[0.0002084181,0.0001185703,0.001911798,0.0003236436,0.00001000212,0.00007094302,0.0001715048,0.922992,0.03847508,0.001610604,0.03378401,0.0003234535],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03021658,0.0002134216,0.9377235,0.02527071,0.003246221,0.0002522988,0.000004679778,0.00008843851,0.002984221],"genre_scores_gemma":[0.9817945,0.00002432004,0.01678526,0.0009263773,0.00008208762,1.868168e-7,5.362838e-7,0.000003807322,0.0003829498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9969212,"threshold_uncertainty_score":0.999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06456422681650911,"score_gpt":0.3191359336896343,"score_spread":0.2545717068731252,"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."}}