{"id":"W4410216868","doi":"10.1353/vpr.2024.a959851","title":"Serial Readers: First-Year College Students Reimagine Lady Audley’s Secret","year":2024,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Geology","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":[0.003280918,0.0002471044,0.0003832236,0.001758456,0.003205111,0.006038826,0.0007387752,0.001239634,0.01177783],"category_scores_gemma":[0.007227872,0.0003101093,0.0001198667,0.003616419,0.003029343,0.002503575,0.002546433,0.002019083,0.001818405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005019811,"about_ca_system_score_gemma":0.01095656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05599336,"about_ca_topic_score_gemma":0.2072989,"domain_scores_codex":[0.9984558,0.0004417012,0.00007546678,0.0001326192,0.0006347233,0.0002597294],"domain_scores_gemma":[0.9958652,0.001639312,0.0005206343,0.0001292768,0.001104644,0.0007407974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000158349,0.000200249,0.01622245,0.006352093,0.00004951413,0.001551522,0.2424723,0.00005350722,0.001185693,0.02233503,0.1792723,0.5301469],"study_design_scores_gemma":[0.00001552387,0.00008422671,0.03783021,0.004064281,0.00003983972,0.000563803,0.1640486,0.00002279303,0.000567041,0.0009802094,0.7917638,0.00001966916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3216323,0.3663524,0.0003502341,0.04795467,0.004100304,0.00009038256,0.0002208465,0.00007154344,0.2592273],"genre_scores_gemma":[0.7517404,0.163113,0.0002575006,0.009020758,0.0009383827,0.00004399992,0.0001771213,0.00006165539,0.07464724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05599336,"threshold_uncertainty_score":0.1113349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476148336254671,"score_gpt":0.2667925082413987,"score_spread":0.252031024878852,"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."}}