{"id":"W4323670744","doi":"10.33137/ic.v19i.40140","title":"From Paese to Virtual Piazza: On Italian Culture and Media in Canada","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":"Wilfrid Laurier University","funders":"","keywords":"Political science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723876,0.0005143527,0.0004521792,0.003315346,0.0211977,0.0116578,0.001275181,0.001136604,0.008638328],"category_scores_gemma":[0.004150731,0.0003243029,0.000353226,0.008789522,0.01050236,0.002724251,0.004910932,0.002884775,0.0005359167],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1669155,"about_ca_system_score_gemma":0.1509046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978626,"about_ca_topic_score_gemma":0.9989008,"domain_scores_codex":[0.9975763,0.0002901588,0.00004718228,0.0002406809,0.0005735141,0.001272067],"domain_scores_gemma":[0.9969383,0.0005145027,0.0002000755,0.0001001652,0.001254353,0.0009924336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002586507,0.00009941564,0.0459262,0.0004468006,0.00004820676,0.001740617,0.6017164,0.0003798024,0.0009968076,0.1749915,0.08020902,0.0931866],"study_design_scores_gemma":[0.00001196814,0.00003026772,0.05970496,0.0005618457,0.00004398508,0.0003108126,0.4504874,0.0003161244,0.000498284,0.002754378,0.4851552,0.0001247141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5774276,0.01565247,0.0006969085,0.05839557,0.0004542779,0.00008185779,0.001250631,0.00007945704,0.3459612],"genre_scores_gemma":[0.9441783,0.008468177,0.0005660602,0.003416228,0.00008746848,0.00003493083,0.0003120497,0.00007859722,0.04285819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1669155,"threshold_uncertainty_score":0.96626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327013477073889,"score_gpt":0.2447559775097818,"score_spread":0.2314858427390429,"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."}}