{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003006837,0.0002010191,0.000238194,0.0001461611,0.00033846,0.0001132006,0.0003622036,0.0001585596,0.000309655],"category_scores_gemma":[0.000341105,0.0002118922,0.0000519881,0.001101461,0.0001287534,0.0001890256,0.00004216756,0.0002125146,0.0003151596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359317,"about_ca_system_score_gemma":0.002528842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976602,"about_ca_topic_score_gemma":0.9999075,"domain_scores_codex":[0.9978632,0.0001201487,0.0002184728,0.0004424233,0.0005490409,0.0008066677],"domain_scores_gemma":[0.9983564,0.0001741324,0.00003968506,0.0002624517,0.00004481925,0.001122525],"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":[0.00001177576,0.000009932486,0.01133558,0.000006003024,0.00002979452,0.0005663587,0.1269047,0.00001817214,0.00002391098,0.009225714,0.8438975,0.007970569],"study_design_scores_gemma":[0.0003835849,0.00005496616,0.05834804,0.00007784861,0.00001280471,8.244864e-7,0.1301243,0.00002117206,0.00003366745,0.001042437,0.8093489,0.0005514493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544795,0.0001352003,5.045972e-7,0.01580244,0.001604245,0.000333631,0.001822975,0.00006896936,0.0257526],"genre_scores_gemma":[0.9874864,0.0000497594,0.00003181697,0.00428863,0.000539402,0.00002043132,0.000135619,0.00002598766,0.007421994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04701246,"threshold_uncertainty_score":0.8640715,"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."}}