{"id":"W4407038068","doi":"10.1177/00207152251316977","title":"Book Review: Inequalities, Youth, Democracy and the Pandemic <i>Simone Maddanu and Emanuele Toscano (eds)</i>","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Inequality; Pandemic; Democracy; Political science; Sociology; Criminology; Coronavirus disease 2019 (COVID-19); Medicine; Law; Mathematics; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263245,0.001591264,0.002218537,0.004162337,0.0009862497,0.004071147,0.00138719,0.004004742,0.02299759],"category_scores_gemma":[0.00513284,0.0005525047,0.0008186736,0.006987008,0.001474416,0.003047761,0.001445732,0.004131125,0.009240675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003212005,"about_ca_system_score_gemma":0.005238519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01627969,"about_ca_topic_score_gemma":0.04397197,"domain_scores_codex":[0.9990103,0.0002357594,0.00007560308,0.0001348044,0.0004583037,0.00008517114],"domain_scores_gemma":[0.9965996,0.002001997,0.000235711,0.00007463303,0.0008190813,0.0002689871],"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":[0.000007833294,0.000006016487,0.00004952741,0.0007852922,0.00001053946,0.00001452091,0.00002283075,0.00002418001,0.00001862212,0.001357669,0.9736325,0.02407044],"study_design_scores_gemma":[0.00001003406,0.000009264267,0.0003796198,0.002546227,0.00001758179,0.0001072115,0.00006912371,0.00001781354,0.00001711622,0.001361825,0.9954557,0.000008537613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00004954331,0.9223984,0.00007519899,0.02916229,0.04128752,0.00001249331,0.0001861475,0.0000170426,0.006811264],"genre_scores_gemma":[0.000846944,0.8940161,0.0001920802,0.02351002,0.05429417,0.00005202609,0.0002531781,0.00003470282,0.02680074],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02299759,"threshold_uncertainty_score":0.07693458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399646866741086,"score_gpt":0.3927111796943715,"score_spread":0.352746493020263,"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."}}