{"id":"W4415743426","doi":"10.54103/2612-6672/29855","title":"Recensione. Sevgi Doğan, <i>La libertà accademica nell’era dei mostri. Rischi e sfide</i>. Meltemi, 2025","year":2025,"lang":"it","type":"article","venue":"Nuovi Autoritarismi e Democrazie Diritto Istituzioni Società (NAD-DIS)","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Term (time); Identification (biology); Noise (video); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001960168,0.003292829,0.003339712,0.000710835,0.007089326,0.004711787,0.003046019,0.004623497,0.005920227],"category_scores_gemma":[0.0009329318,0.003209289,0.002686756,0.001898808,0.002388748,0.002972091,0.001123121,0.006417342,0.002377603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528306,"about_ca_system_score_gemma":0.002570849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004030991,"about_ca_topic_score_gemma":0.0005233191,"domain_scores_codex":[0.9849069,0.001281848,0.003701787,0.003846093,0.002495817,0.003767578],"domain_scores_gemma":[0.9908638,0.001318919,0.001350985,0.002996512,0.002055958,0.001413809],"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":[0.0002622515,0.0008038714,0.0001500532,0.0006535649,0.001240984,0.0003154262,0.0154481,0.0001085672,0.001798596,0.3131852,0.663316,0.002717418],"study_design_scores_gemma":[0.003408192,0.0002754131,0.0009074238,0.002380323,0.002034797,0.00008431997,0.003339404,0.001114653,0.0003354104,0.02216845,0.9606516,0.00330007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0125244,0.1974413,0.001345979,0.04936851,0.03157296,0.005052625,0.00623185,0.00294176,0.6935206],"genre_scores_gemma":[0.2002261,0.008584918,0.002279694,0.01217133,0.01160535,0.0004744429,0.003757305,0.0006245183,0.7602763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2973356,"threshold_uncertainty_score":0.9983991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009122553646416082,"score_gpt":0.2366105734501487,"score_spread":0.2274880198037326,"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."}}