{"id":"W2567116486","doi":"10.1353/vpr.2016.0039","title":"An Archaeology of Victorian Newspapers","year":2016,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digitization; Historiography; Newspaper; Casual; Mediation; History; Politics; GRASP; Sociology; Media studies; Social science; Law; Archaeology; Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004209633,0.0002461974,0.0006285848,0.00008216663,0.0001655368,0.0001324613,0.00054374,0.00007125283,0.02460457],"category_scores_gemma":[0.0001902773,0.0001488715,0.0002312491,0.00005326407,0.0009851243,0.0006356647,0.00007234804,0.0001179488,0.0003646382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003927584,"about_ca_system_score_gemma":0.00009038888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003358517,"about_ca_topic_score_gemma":0.0004683472,"domain_scores_codex":[0.9981151,0.000168482,0.0006520675,0.0003397706,0.0003383585,0.000386224],"domain_scores_gemma":[0.9986339,0.0001176434,0.0002033901,0.0005870246,0.0001971907,0.000260899],"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":[0.00002112609,0.0001261238,0.0003771326,0.0008914088,0.00005158812,0.00001247548,0.01031162,1.516445e-8,0.0003515256,0.9561048,0.002851808,0.02890038],"study_design_scores_gemma":[0.0002502428,0.0002993201,0.0001270969,0.001595201,0.00004026272,0.000005180936,0.0001570396,1.605537e-7,0.00003230286,0.002529271,0.9947274,0.0002364606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1101696,0.1141618,0.00009143003,0.01767164,0.009954153,0.002208937,0.0008385765,0.0007172623,0.7441866],"genre_scores_gemma":[0.9728097,0.01480674,0.00005987651,0.002214516,0.002166925,0.00005397318,0.00002581793,0.00004820242,0.007814279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918756,"threshold_uncertainty_score":0.9762871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228957256280437,"score_gpt":0.2655463971261692,"score_spread":0.2332568245633648,"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."}}