{"id":"W4367849345","doi":"10.33137/ic.v5i.41020","title":"The Department of Italian Studies and the Italian Community (1973-1984)","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003635279,0.0002197633,0.000345375,0.00007435789,0.004255338,0.0002007405,0.0008254898,0.0001238875,0.00003163323],"category_scores_gemma":[0.0008284858,0.0001429953,0.0001988652,0.0008915359,0.003725532,0.0001893126,0.0001667483,0.0003156301,0.00009390592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608383,"about_ca_system_score_gemma":0.0004109716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1204581,"about_ca_topic_score_gemma":0.5661331,"domain_scores_codex":[0.9970375,0.001037462,0.0003841406,0.0002214676,0.0005454611,0.000773943],"domain_scores_gemma":[0.9973122,0.001327087,0.0001680424,0.0006560449,0.000182324,0.0003542639],"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":[0.00004692253,0.00002912443,0.004473674,0.0001051342,0.0006261113,0.00003742258,0.2267752,0.000005679139,0.000007783959,0.1825913,0.5765842,0.008717587],"study_design_scores_gemma":[0.0007710135,0.00006765891,0.01111749,0.00007023822,0.0001025091,0.000003413629,0.3205012,0.00001459073,0.00003223423,0.01474914,0.6522529,0.000317658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289148,0.01090907,0.00000210267,0.08986605,0.00264617,0.001934076,0.0007680046,0.000240577,0.06471915],"genre_scores_gemma":[0.9845697,0.001184145,0.00001969792,0.00110618,0.0001899223,0.00006977866,0.00002994577,0.00002431448,0.01280627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.445675,"threshold_uncertainty_score":0.9989858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321056161790029,"score_gpt":0.3177972507625338,"score_spread":0.2745866891446336,"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."}}