{"id":"W4323660829","doi":"10.33137/ic.v17i.40317","title":"Coletta McLean, Maria (ed.). Mamma Mia! Good Italian Girls Talk Back","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":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001064722,0.000396392,0.0004250767,0.0002592152,0.001253805,0.0004726076,0.001054943,0.0004715984,0.006323741],"category_scores_gemma":[0.0002522676,0.0004627971,0.0003628954,0.001892845,0.0006636748,0.0005341592,0.0001086652,0.0003393501,0.01352556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007407403,"about_ca_system_score_gemma":0.001228985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.178637,"about_ca_topic_score_gemma":0.385781,"domain_scores_codex":[0.9957805,0.0002808748,0.0004835625,0.0007385248,0.0008823408,0.001834202],"domain_scores_gemma":[0.9972942,0.0001669725,0.0001537499,0.000744111,0.0001662085,0.001474747],"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":[0.000007282695,0.00002392234,0.005509738,0.00004018187,0.00008794593,0.0003718822,0.006992882,0.0000055919,0.00004364886,0.01967905,0.9642946,0.002943339],"study_design_scores_gemma":[0.0004265081,0.0000518945,0.01534871,0.00004939616,0.00004313913,0.000008178006,0.008497742,0.00003346777,0.00004751567,0.001001693,0.9738222,0.0006695363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2052687,0.0008270363,0.00001304253,0.0577196,0.006782667,0.001909368,0.002694245,0.000998341,0.723787],"genre_scores_gemma":[0.7259325,0.0001237202,0.000240783,0.005823593,0.001566321,0.00005590152,0.0003270016,0.0001265934,0.2658035],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5206639,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765703298064345,"score_gpt":0.2635782643193585,"score_spread":0.2459212313387151,"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."}}