{"id":"W7028277379","doi":"","title":"Events in Florence between Dante’s conviction and the expulsion of the Duke of Athens","year":2021,"lang":"en","type":"book-chapter","venue":"Florence Research (University of Florence)","topic":"German legal, social, and political studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Ridiculous; Government (linguistics); Population; Circumstantial evidence","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"],"consensus_categories":[],"category_scores_codex":[0.00254197,0.000195167,0.0006955934,0.0002214412,0.0009296478,0.000014522,0.001090041,0.0003356267,0.0005999741],"category_scores_gemma":[0.0007030448,0.0001533571,0.0002431899,0.0004956404,0.008721405,0.000177205,0.0008139309,0.0008399729,0.000009662472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932417,"about_ca_system_score_gemma":0.0007334729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01619319,"about_ca_topic_score_gemma":0.007329403,"domain_scores_codex":[0.9963192,0.0007997612,0.0003552877,0.0003874003,0.001633751,0.0005046218],"domain_scores_gemma":[0.9968081,0.001378826,0.000328319,0.0004080993,0.0009401048,0.0001365894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002092158,0.00008505805,0.03353631,0.0004425951,0.000255971,0.0000168466,0.120285,0.0000036516,0.00007690188,0.8338786,0.00138875,0.009821155],"study_design_scores_gemma":[0.004726106,0.0005626258,0.4580935,0.007300642,0.0005131158,0.000003418173,0.1826351,0.0001283156,0.0002885504,0.2500538,0.0944461,0.001248715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3917727,0.00266793,0.0001064787,0.007882521,0.0009293753,0.002180086,0.0004913457,0.00002740426,0.5939421],"genre_scores_gemma":[0.955549,0.005355473,0.00004386142,0.000008991769,0.0001797147,0.000001354245,0.00001210515,0.000009729556,0.03883976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5838248,"threshold_uncertainty_score":0.9939763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581482022645753,"score_gpt":0.3295695934924322,"score_spread":0.2437547732659747,"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."}}