{"id":"W4413503513","doi":"10.33137/q.i..v45i2.45847","title":"David Brancaleone. Cesare Zavattini’s Neo-realism and the Afterlife of an Idea: An Intellectual Bibliography. Cesare Zavattini. Selected Writings. Edited by David Brancaleone","year":2025,"lang":"en","type":"article","venue":"Quaderni d italianistica","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Afterlife; Bibliography; Realism; History; Art; Art history; Philosophy; Classics; Theology; Literature; Library science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002098592,0.000516285,0.0008596475,0.001017248,0.0014221,0.0005355161,0.001167525,0.0004921661,0.001086181],"category_scores_gemma":[0.003922288,0.000431663,0.0002240611,0.006883601,0.004545255,0.0006702374,0.000164342,0.0007144902,0.00004227193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004127028,"about_ca_system_score_gemma":0.0002584059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004550663,"about_ca_topic_score_gemma":0.001267544,"domain_scores_codex":[0.9940467,0.00188996,0.00101007,0.0009470457,0.0008804402,0.00122576],"domain_scores_gemma":[0.9945609,0.00308484,0.0003029524,0.0007299741,0.0006004647,0.0007208538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003939283,0.002631349,0.01169667,0.001041596,0.0009685124,0.00009427106,0.06183277,0.000003620689,0.003436668,0.7667553,0.1211794,0.02642063],"study_design_scores_gemma":[0.01355639,0.002972708,0.06020799,0.001915877,0.00186611,0.00005987349,0.1010643,0.002198988,0.005929314,0.2032784,0.6023462,0.004603815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483635,0.003237515,0.002860172,0.01366525,0.001682542,0.002813848,0.003133958,0.001077397,0.1231658],"genre_scores_gemma":[0.9939742,0.0003496366,0.0003158888,0.00233744,0.0006277486,0.00007503617,0.0002841477,0.00004804236,0.001987868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634769,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479940072671933,"score_gpt":0.3010274469905231,"score_spread":0.2862280462638038,"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."}}