{"id":"W4407126572","doi":"10.33137/q.i..v44i3.44821","title":"Giovanna Capitelli and Olivia Santovetti, eds. Lettrici italiane tra arte e letteratura: Dall’Ottocento al modernismo","year":2025,"lang":"it","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":"Art; Humanities","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003791131,0.001622459,0.001497355,0.000371119,0.001851301,0.004540319,0.0008722112,0.0007946996,0.006618267],"category_scores_gemma":[0.0001381932,0.001494078,0.0006291301,0.0003703989,0.001321217,0.0009883624,0.0002401763,0.001628205,0.001687827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928959,"about_ca_system_score_gemma":0.0002380895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000231495,"about_ca_topic_score_gemma":0.0002004271,"domain_scores_codex":[0.9934583,0.0003300129,0.001498041,0.001903475,0.0009541137,0.001856101],"domain_scores_gemma":[0.9970903,0.000243395,0.0004232316,0.001216392,0.0004509253,0.000575704],"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":[0.0002024987,0.0004952149,0.00009689066,0.0007757935,0.0007849754,0.0005463467,0.01207593,0.000004623334,0.0006579373,0.3246556,0.6563801,0.003324058],"study_design_scores_gemma":[0.001158688,0.0003669337,0.0004651881,0.001032954,0.0008903102,0.0001104463,0.003550573,0.0006367405,0.0002108145,0.005187657,0.9846892,0.001700542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01975413,0.1907746,0.001122478,0.07209393,0.01100596,0.003766133,0.006261236,0.0009777559,0.6942437],"genre_scores_gemma":[0.5918145,0.0009345224,0.0002478207,0.02619789,0.002743045,0.00008905634,0.0006611498,0.0001943251,0.3771177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5720604,"threshold_uncertainty_score":0.9996523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521829796404338,"score_gpt":0.2396374222207927,"score_spread":0.2244191242567493,"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."}}