{"id":"W4416524365","doi":"10.33137/q.i..v46i1.46310","title":"Front Matter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000517361,0.002197662,0.0009897382,0.001904635,0.001583276,0.005569507,0.0007968124,0.003815609,0.8916585],"category_scores_gemma":[0.001641895,0.0004354336,0.000725464,0.0008593992,0.001163865,0.001599756,0.00191429,0.001846325,0.8574041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566544,"about_ca_system_score_gemma":0.0009941704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897546,"about_ca_topic_score_gemma":0.002518231,"domain_scores_codex":[0.9995397,0.00004702912,0.00001862373,0.0001660023,0.0001088876,0.0001197712],"domain_scores_gemma":[0.999246,0.0001586473,0.00005375608,0.00008202657,0.0001453351,0.0003142829],"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":[0.000139219,0.0001832616,0.001133444,0.0003215341,0.00002218483,0.0003924589,0.0001327778,0.00006893549,0.00104396,0.007927994,0.7858745,0.2027598],"study_design_scores_gemma":[0.00004298152,0.00005160459,0.001607875,0.0002682927,0.000008813042,0.0004438529,0.0001262329,0.00004912596,0.000135994,0.001117681,0.9961401,0.000007554921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001326992,0.001564726,0.0003248192,0.003987747,0.004379706,0.00006066452,0.001392971,0.0006255881,0.9863368],"genre_scores_gemma":[0.005315883,0.0009007428,0.0004052336,0.001947227,0.001188283,0.00005081163,0.0007040752,0.000190177,0.9892976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1083415,"threshold_uncertainty_score":0.154536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720733173138411,"score_gpt":0.2772228006331228,"score_spread":0.2600154689017387,"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."}}