{"id":"W2769714838","doi":"10.4000/belphegor.957","title":"Extending the Middlebrow: Italian Fiction in the Early Twentieth Century","year":2017,"lang":"en","type":"article","venue":"Belphégor","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middlebrow; Scholarship; Context (archaeology); Criticism; Literature; History; Publishing; Literary criticism; Optimal distinctiveness theory; Aesthetics; Sociology; Art; Political science; Law; Psychology","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":[0.002054147,0.000794532,0.0004169986,0.002822135,0.008436711,0.007617021,0.0005800826,0.002140975,0.002448595],"category_scores_gemma":[0.003021892,0.0002228483,0.000391827,0.001916057,0.01249245,0.003721146,0.003485883,0.002322888,0.0008247576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005776099,"about_ca_system_score_gemma":0.001158739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216279,"about_ca_topic_score_gemma":0.0102598,"domain_scores_codex":[0.9985291,0.0007291862,0.00002728322,0.0001166927,0.0002990924,0.0002985865],"domain_scores_gemma":[0.9990135,0.0004732552,0.0001669106,0.0000859418,0.0001238729,0.0001364305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001747534,0.00003485435,0.002287826,0.0002802071,0.00001192058,0.002466613,0.5968962,0.0001007793,0.001234135,0.345491,0.02766544,0.02335617],"study_design_scores_gemma":[0.00001636791,0.0000830145,0.0071245,0.000732482,0.00001987683,0.002082308,0.05737197,0.00023,0.0006607479,0.01522744,0.9164174,0.00003386365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2486679,0.02266627,0.003014403,0.02294369,0.002610118,0.0000479602,0.00006939782,0.0001653068,0.699815],"genre_scores_gemma":[0.9591498,0.004063757,0.0005462556,0.00165336,0.001630499,0.0000281186,0.00002853992,0.0001171201,0.03278266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008436711,"threshold_uncertainty_score":0.04190868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425699967165566,"score_gpt":0.3036554799641417,"score_spread":0.269398480292486,"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."}}