{"id":"W4327794523","doi":"10.12871/9788833397948101","title":"Le torri difensive con funzione di porta nelle cinte urbane medievali: la torre di Mariano II a Oristano : ascendenze e derivazioni di una tipologia","year":2023,"lang":"it","type":"book-chapter","venue":"Pisa University Press eBooks","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.0003403085,0.000390686,0.0002170259,0.0006462655,0.005587694,0.00468978,0.000464714,0.0009036995,0.005025819],"category_scores_gemma":[0.0006052041,0.0003279371,0.000137305,0.001126135,0.007442527,0.001696348,0.00289408,0.002732396,0.0007544179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557174,"about_ca_system_score_gemma":0.002256846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03562464,"about_ca_topic_score_gemma":0.09367158,"domain_scores_codex":[0.9996694,0.00009545117,0.000005764127,0.00006161044,0.00004524844,0.0001225504],"domain_scores_gemma":[0.9999007,0.00002396285,0.0000180853,0.00001701695,0.00001454868,0.00002569544],"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":[0.000175688,0.00006278644,0.009903207,0.0002972361,0.0000162606,0.002742596,0.3582681,0.0002313748,0.001601116,0.5238585,0.0311108,0.07173248],"study_design_scores_gemma":[0.000008937724,0.00003649442,0.01528459,0.0002588693,0.000008800786,0.0006314749,0.05080738,0.00005323811,0.0003491516,0.004831553,0.9277104,0.00001913318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4465008,0.02132406,0.001139826,0.01547171,0.0007771953,0.00002746716,0.0002223362,0.00009676945,0.5144399],"genre_scores_gemma":[0.9476127,0.004234047,0.0003664026,0.0005413526,0.0002518741,0.00002159013,0.00006247432,0.00007267219,0.04683673],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03562464,"threshold_uncertainty_score":0.07083452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011910072618841,"score_gpt":0.2095412364534834,"score_spread":0.179422135727295,"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."}}