{"id":"W4387673219","doi":"10.4995/sccie.2023.666301","title":"Medieval comets: European and Middle Eastern Perspective","year":2023,"lang":"en","type":"book","venue":"Editorial Universitat Politècnica de València eBooks","topic":"Historical and Architectural Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uppsala Universitet; University of Toronto; Royal Astronomical Society; Universität Zürich; Queen's University; Universidad de Málaga; Lehigh University","keywords":"History; Comet; Middle Ages; Period (music); Ancient history; Literature; Geography; Classics; Astronomy; Art; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009188452,0.0003792775,0.0003236654,0.003352732,0.002997562,0.005259547,0.0004406926,0.0008666835,0.006871717],"category_scores_gemma":[0.0007870169,0.00009281477,0.0001817072,0.004403164,0.00317007,0.003196525,0.001528319,0.0006765131,0.0007770165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801763,"about_ca_system_score_gemma":0.0005707363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007626997,"about_ca_topic_score_gemma":0.01007645,"domain_scores_codex":[0.9996822,0.00008196696,0.00002051307,0.00006678926,0.00005871225,0.00008987622],"domain_scores_gemma":[0.99967,0.0001130467,0.00007056971,0.00002037824,0.00006590963,0.00006010304],"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":[0.0005292466,0.0001454959,0.03162521,0.00175647,0.0003079746,0.003793519,0.1341586,0.0001995856,0.001854035,0.6040162,0.01855788,0.2030557],"study_design_scores_gemma":[0.00001728746,0.0001008245,0.1485624,0.001781548,0.0001261605,0.002980955,0.05836694,0.0001121266,0.0005720184,0.01802451,0.7693204,0.00003478356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2256478,0.3274491,0.0005136066,0.01102593,0.0006309717,0.00001686596,0.0003120129,0.00001947944,0.4343843],"genre_scores_gemma":[0.8766317,0.09830062,0.0003376861,0.002092924,0.001192377,0.00001213262,0.0002222791,0.00001892572,0.02119138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007626997,"threshold_uncertainty_score":0.0229882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350500338994045,"score_gpt":0.210214350592416,"score_spread":0.1751643166930115,"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."}}