{"id":"W3217591770","doi":"10.36253/978-88-5518-423-6.13","title":"Fazioni e popolo in una provincia del dominio pontificio fra XIII e XIV secolo","year":2021,"lang":"en","type":"book-chapter","venue":"Reti medievali e-book","topic":"Medieval and Early Modern Justice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statute; Politics; State (computer science); Order (exchange); Political science; Humanities; Government (linguistics); Law; History; Art; Philosophy; Business; Mathematics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002728998,0.0008411978,0.001365086,0.000402586,0.0006705083,0.0002273563,0.001065753,0.00189304,0.02256266],"category_scores_gemma":[0.001283088,0.0008428391,0.0004708476,0.0001869106,0.001102087,0.0003996335,0.000353496,0.001798697,0.002026878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009616083,"about_ca_system_score_gemma":0.003057459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171073,"about_ca_topic_score_gemma":0.02067052,"domain_scores_codex":[0.9932838,0.0004645395,0.001241939,0.001448047,0.00219637,0.001365288],"domain_scores_gemma":[0.9964824,0.0006904411,0.0006033365,0.0009136436,0.0005371856,0.0007729651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008156572,0.0007052459,0.0002636013,0.00297966,0.0008877649,0.004742886,0.08550161,0.00003722796,0.0004206354,0.4150846,0.4544119,0.03414921],"study_design_scores_gemma":[0.0008671585,0.00009441846,0.00006105006,0.001710502,0.0002686434,0.00001391172,0.002772256,0.0000809117,0.00007245221,0.003780035,0.9892075,0.00107114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008581718,0.03962413,0.0001982723,0.006580008,0.004788397,0.002034424,0.0001776904,0.0003041403,0.9454347],"genre_scores_gemma":[0.001171781,0.01380093,0.0003843596,0.002661015,0.002708825,0.0001072361,0.0001747383,0.0001684336,0.9788226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5347956,"threshold_uncertainty_score":0.9994027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708054077726606,"score_gpt":0.2946087472871798,"score_spread":0.2675282065099137,"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."}}