{"id":"W2012434536","doi":"10.1353/vpr.2013.0022","title":"\"Contributing to Most Things\": Richard Marsh, Literary Production, and the Fin de Siècle Periodicals Market","year":2013,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Fin de siecle; Abstraction; Focus (optics); Production (economics); Marsh; Sociology; Literature; History; Art; Epistemology; Philosophy; Linguistics; Economics","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":[0.005434523,0.0001954057,0.0003443002,0.003620825,0.00526089,0.009580284,0.0008537658,0.002108747,0.005369585],"category_scores_gemma":[0.01218134,0.0003005785,0.0001340149,0.004771152,0.00789313,0.005874059,0.001888943,0.002717356,0.0009198806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009596219,"about_ca_system_score_gemma":0.006424407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04454312,"about_ca_topic_score_gemma":0.08987552,"domain_scores_codex":[0.9966362,0.001137125,0.0001029866,0.0002553993,0.00154041,0.0003278669],"domain_scores_gemma":[0.9902862,0.00666187,0.0005907363,0.0002471545,0.001473243,0.0007407629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004845308,0.00004645794,0.001724732,0.0004615643,0.0000110082,0.0003135606,0.03376393,0.0001138784,0.0001420708,0.3841389,0.4656547,0.1135807],"study_design_scores_gemma":[0.000008709666,0.0000118105,0.0038306,0.0008905524,0.000005764846,0.0001698227,0.01293283,0.00008777512,0.0001197768,0.01443119,0.9674954,0.00001582067],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03965118,0.3995848,0.0004578721,0.3440334,0.007177977,0.00001973503,0.00007536429,0.00004916372,0.2089505],"genre_scores_gemma":[0.5976189,0.1783463,0.000712809,0.03148836,0.01073693,0.00003447496,0.00007666694,0.0001817293,0.1808039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04454312,"threshold_uncertainty_score":0.08856767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590697531403526,"score_gpt":0.2288618041476967,"score_spread":0.2129548288336615,"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."}}