{"id":"W4416524362","doi":"10.33137/q.i..v46i1.46312","title":"Contents","year":2025,"lang":"","type":"article","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006129313,0.001088894,0.001199599,0.0006331297,0.0008114584,0.0007788974,0.001450648,0.0006442994,0.04254127],"category_scores_gemma":[0.002612303,0.001257919,0.0005453853,0.001688577,0.001361571,0.000348022,0.0005544089,0.0009340967,0.2847776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009130501,"about_ca_system_score_gemma":0.0006525716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002242128,"about_ca_topic_score_gemma":0.00004313805,"domain_scores_codex":[0.9931555,0.0005347306,0.001640817,0.001703679,0.001032043,0.001933196],"domain_scores_gemma":[0.9957772,0.0005621808,0.0004247478,0.001987938,0.0006158474,0.0006320122],"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":[0.0007712009,0.00229996,0.007813412,0.0009833798,0.001926449,0.0005270181,0.000566386,0.00001052589,0.007918303,0.5003814,0.4675376,0.009264386],"study_design_scores_gemma":[0.002506861,0.0003548651,0.01200252,0.001462371,0.001571188,0.00003187698,0.001847183,0.004230192,0.003756228,0.0118582,0.9587803,0.001598213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00563064,0.004433605,0.006056626,0.002937044,0.005836469,0.001598584,0.001903561,0.0006927727,0.9709107],"genre_scores_gemma":[0.7991387,0.00005584249,0.0005582863,0.001481785,0.000250111,0.00006508363,0.00008683679,0.0002111793,0.1981522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7935081,"threshold_uncertainty_score":0.9989871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373738855496516,"score_gpt":0.3001820118594579,"score_spread":0.2664446233044927,"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."}}