{"id":"W2883296202","doi":"10.1353/vpr.2018.0023","title":"Incognito Social Investigation in British Literature: Certainties in Degradation by Luke Seaber","year":2018,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amateur; Newspaper; Begging; History; Premise; Journalism; Brother; Literature; Law; Sociology; Philosophy; Media studies; Art; Political science; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.001493196,0.0001369128,0.0004179881,0.0001325437,0.0003186312,0.0004080966,0.0002174944,0.0002764804,0.0004891416],"category_scores_gemma":[0.00127774,0.0001482753,0.0001040869,0.002025235,0.000427184,0.0004599814,0.00002763823,0.0003183488,0.00005904254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778835,"about_ca_system_score_gemma":0.0003190492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887541,"about_ca_topic_score_gemma":0.03457227,"domain_scores_codex":[0.9974622,0.0008153797,0.0005156337,0.0003344789,0.000516869,0.0003554496],"domain_scores_gemma":[0.9992738,0.00007588276,0.0001331388,0.0001241323,0.0002292591,0.0001637223],"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":[0.00002865649,0.0003835351,0.110981,0.003581851,0.00011016,0.0001264001,0.3206979,6.243918e-8,0.001098929,0.009628736,0.3145932,0.2387696],"study_design_scores_gemma":[0.0002211845,0.00001746826,0.003487251,0.00301714,0.00003299252,0.000001207704,0.0004719517,0.0000026454,0.00002559823,0.0006749884,0.9918542,0.0001933561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4274417,0.4772528,0.00007021962,0.07286686,0.003237844,0.002576879,0.0001277121,0.00023614,0.01618988],"genre_scores_gemma":[0.864209,0.1170221,0.000294641,0.01109012,0.003553298,0.000214475,0.0005034941,0.00003221545,0.003080632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6772611,"threshold_uncertainty_score":0.9830443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406405470814509,"score_gpt":0.3025856990055734,"score_spread":0.2885216442974283,"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."}}