{"id":"W4416524368","doi":"10.33137/q.i..v46i1.46321","title":"Paolo Cherchi. Scampoli di ricerche critiche su Petrarca e la sua fortuna","year":2025,"lang":"en","type":"article","venue":"Quaderni d italianistica","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Posthumanism; Fortuna; Middle Ages","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002720892,0.0003962916,0.0003861671,0.0001299739,0.0006200938,0.001187758,0.0004454601,0.0002526721,0.01093259],"category_scores_gemma":[0.0002617965,0.000329001,0.0002455015,0.0001287129,0.000590222,0.0003134197,0.00007421705,0.000603467,0.0009841425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007475382,"about_ca_system_score_gemma":0.0001313595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217928,"about_ca_topic_score_gemma":0.000204009,"domain_scores_codex":[0.9979796,0.0001805931,0.0004259605,0.0004986855,0.0002989455,0.0006162084],"domain_scores_gemma":[0.998777,0.0002908203,0.0000736972,0.0004825222,0.0002122351,0.0001636836],"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":[0.0000278974,0.0001597156,0.00009857917,0.0001789113,0.0001017622,0.00005284357,0.01020967,2.149439e-7,0.0001311876,0.8174397,0.1706903,0.0009091918],"study_design_scores_gemma":[0.000294217,0.00008585413,0.0004435694,0.0001479105,0.0001533675,0.00001327368,0.00674426,0.00003866599,0.0001765347,0.02560532,0.9658738,0.0004231693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003783694,0.001502205,0.0001903339,0.003286651,0.0009904782,0.0002807502,0.0003425388,0.0002855441,0.9893378],"genre_scores_gemma":[0.7442603,0.00001050136,0.0001429545,0.002058425,0.0009315062,0.00004682993,0.0001475649,0.00004025597,0.2523617],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7951835,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106632596053818,"score_gpt":0.2754398152246826,"score_spread":0.2443734892641445,"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."}}