{"id":"W4415260417","doi":"10.5406/23256672.102.1.02","title":"Teaching Giovanni Verga in North America","year":2025,"lang":"en","type":"article","venue":"Italica","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Relevance (law); Field (mathematics); Italian literature; Field survey","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":[],"consensus_categories":[],"category_scores_codex":[0.00003084163,0.0000714882,0.0001226443,0.0001108505,0.0001633824,0.0000512229,0.0001124557,0.00001371633,0.0007377504],"category_scores_gemma":[0.00002005102,0.00005876865,0.00005855537,0.00007436413,0.0000663346,0.0001332056,0.00002624347,0.0001286853,0.0001321941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003219171,"about_ca_system_score_gemma":0.00001286583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880574,"about_ca_topic_score_gemma":0.001638519,"domain_scores_codex":[0.9995011,0.00003404275,0.000144718,0.0001300962,0.00006311526,0.0001269095],"domain_scores_gemma":[0.9997791,0.00004104148,0.00002044917,0.0001202437,0.00001346617,0.00002568899],"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":[0.00004941504,0.0005018097,0.006142602,0.00008343353,0.0001042918,0.00007263888,0.109575,0.00003106075,0.00004230449,0.5784472,0.2270532,0.07789719],"study_design_scores_gemma":[0.00007454188,0.00001897025,0.0005590803,0.00001216129,0.000007866186,1.399582e-7,0.0005295929,0.0000482568,0.000001858114,0.0007208647,0.9979541,0.00007258455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1326497,0.0005850819,0.00003347687,0.001806242,0.0003556007,0.00005707144,0.00001743124,0.00007825586,0.8644171],"genre_scores_gemma":[0.9015996,0.00000349175,0.00002836669,0.001373608,0.000171134,0.000008349659,0.00001487426,0.000004001517,0.09679659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7709009,"threshold_uncertainty_score":0.8077849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638187352022186,"score_gpt":0.2342740036404424,"score_spread":0.2178921301202205,"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."}}