{"id":"W4323788401","doi":"10.33137/ic.v24i.39857","title":"Funzionalità e significato dei codici dell'italiano nell'opera di John Fante","year":2022,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Opera; Humanities; Art; Art history","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007056742,0.0006260956,0.0006330903,0.0003968904,0.002073707,0.0005597328,0.002051334,0.000142725,0.005133158],"category_scores_gemma":[0.0002151956,0.0007150162,0.000359716,0.001442158,0.0002688701,0.0002706985,0.0008811799,0.0006112213,0.0006971525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375998,"about_ca_system_score_gemma":0.00110108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07868256,"about_ca_topic_score_gemma":0.008537204,"domain_scores_codex":[0.994562,0.0003671646,0.0008552316,0.001430434,0.001214277,0.001570859],"domain_scores_gemma":[0.9966112,0.0002280589,0.0003232216,0.001509945,0.0002810068,0.001046504],"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":[0.0000944838,0.000498072,0.002989869,0.0002131109,0.0009516755,0.01213638,0.02273137,0.002253223,0.0003107936,0.24059,0.6939473,0.02328365],"study_design_scores_gemma":[0.0009103473,0.0004830408,0.003475442,0.00008971831,0.0001736881,0.0002615906,0.007196344,0.0132662,0.00006621124,0.0009238664,0.9717643,0.001389252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1771337,0.1699364,0.04377203,0.09396886,0.07545312,0.009384724,0.02750986,0.001986544,0.4008547],"genre_scores_gemma":[0.9728025,0.0001037496,0.0004434804,0.0113229,0.001333196,0.0001271967,0.0002285357,0.00008419018,0.0135542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7956688,"threshold_uncertainty_score":0.9995301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638787818264008,"score_gpt":0.2277921260503471,"score_spread":0.211404247867707,"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."}}