{"id":"W2073868909","doi":"10.1353/vpr.2007.0011","title":"Victorian Drama and Undergraduate Periodical Research","year":2006,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Theater, Performance, and Music History","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drama; Period (music); Literature; Art; History; Victorian era; Aesthetics","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":[0.007577209,0.000259827,0.0004796935,0.003253063,0.008892175,0.01471446,0.001511213,0.002955495,0.04910103],"category_scores_gemma":[0.01696957,0.0004922802,0.0002552813,0.004923321,0.009084788,0.004658456,0.007057908,0.003340645,0.007372738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02211799,"about_ca_system_score_gemma":0.01928192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04308167,"about_ca_topic_score_gemma":0.08165641,"domain_scores_codex":[0.9925649,0.00242711,0.0003089751,0.0005276302,0.002656835,0.001514571],"domain_scores_gemma":[0.9840926,0.003656422,0.000845765,0.001202377,0.003003895,0.007199012],"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":[0.00005012104,0.0002569523,0.002329816,0.0003406171,0.000009284671,0.000145665,0.0313246,0.0001024813,0.0007358788,0.4731452,0.3341142,0.1574452],"study_design_scores_gemma":[0.000004027427,0.00002240672,0.00444671,0.0003012796,0.000002782442,0.00007307303,0.00730577,0.00008676048,0.0001513607,0.01404479,0.9735498,0.00001122927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03836592,0.04617379,0.0006836071,0.1003425,0.004963495,0.00006600454,0.0003802975,0.0001561458,0.8088682],"genre_scores_gemma":[0.322303,0.02053422,0.0010443,0.009858505,0.003624048,0.00008026067,0.0004601137,0.0001515543,0.6419441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04910103,"threshold_uncertainty_score":0.1642593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453225174994558,"score_gpt":0.28480198868435,"score_spread":0.2502697369344044,"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."}}