{"id":"W6962547708","doi":"10.17464/9788891932396_07","title":"Famine, bad weather and political alliances: Siena and Manfredi of Sicily between 1257 and 1260","year":2022,"lang":"it","type":"article","venue":"VU Research Portal","topic":"Medieval History and Crusades","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pretext; Context (archaeology); Famine; Period (music); Indonesian; Politics; Honeymoon; Foreign policy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009503107,0.0002309973,0.0004515437,0.001820707,0.00278561,0.004368925,0.0005492153,0.001167312,0.003243269],"category_scores_gemma":[0.001537402,0.0001842309,0.0001839781,0.00237413,0.005125635,0.00100065,0.002467145,0.001660744,0.000398386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004088714,"about_ca_system_score_gemma":0.0008643784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09226784,"about_ca_topic_score_gemma":0.2030359,"domain_scores_codex":[0.999541,0.0001247428,0.0000119232,0.00004990919,0.00004650593,0.0002259884],"domain_scores_gemma":[0.9992033,0.0001574482,0.0002902174,0.00004133305,0.00007894327,0.0002288929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001213226,0.0003347941,0.5101001,0.0003937806,0.0002103219,0.007704092,0.3374269,0.0006852468,0.001014147,0.03204629,0.03740909,0.07146206],"study_design_scores_gemma":[0.00001375109,0.00005911075,0.9142943,0.0001064052,0.00001509968,0.0002520331,0.03535048,0.00008565832,0.00005499381,0.0002878199,0.04946307,0.00001734594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956452,0.004213896,0.00003439101,0.001999187,0.0001449518,0.000009805289,0.0001585161,0.000008184145,0.03697908],"genre_scores_gemma":[0.996803,0.0007867227,0.00002118789,0.0001856466,0.0001306889,0.000003335642,0.000139924,0.000005173325,0.001924201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09226784,"threshold_uncertainty_score":0.1834615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127667461038281,"score_gpt":0.3405369209373924,"score_spread":0.2277701748335643,"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."}}