{"id":"W4379465888","doi":"10.33137/ic.v1i1.41226","title":"Litalianistica e l'emigrazione italiana a Toronto (1853-1984)","year":2023,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.000650951,0.0007294734,0.0007373116,0.0003033208,0.0008899659,0.0008060124,0.001649846,0.0003476754,0.00339339],"category_scores_gemma":[0.0008420058,0.0008032494,0.0003810795,0.001801886,0.000274978,0.0005744311,0.0005373048,0.000297384,0.005795561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747198,"about_ca_system_score_gemma":0.0007659254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2404174,"about_ca_topic_score_gemma":0.1952122,"domain_scores_codex":[0.9944215,0.0001518902,0.0008736266,0.001474081,0.0009696122,0.002109286],"domain_scores_gemma":[0.9958072,0.0002757691,0.0002612841,0.001840235,0.0003689368,0.001446579],"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":[0.00001654634,0.00008354479,0.0002771406,0.000172931,0.0003958051,0.004927024,0.00900461,0.00002808889,0.00005413692,0.1118822,0.8539795,0.0191785],"study_design_scores_gemma":[0.001097786,0.0005334121,0.01317194,0.0005284766,0.0002836768,0.0001424698,0.007277157,0.01672456,0.00006393091,0.004284655,0.9537232,0.002168741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01940156,0.06384873,0.01042854,0.05923933,0.05233816,0.004755469,0.007642771,0.004780126,0.7775653],"genre_scores_gemma":[0.9271359,0.0005047006,0.001212122,0.005046367,0.003508265,0.00008886713,0.0003013785,0.0001449452,0.06205742],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9077344,"threshold_uncertainty_score":0.9994419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590540064973798,"score_gpt":0.2571304066247257,"score_spread":0.2412250059749877,"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."}}