{"id":"W4255766876","doi":"10.5699/slaveasteurorev2.96.2.0348","title":"","year":2018,"lang":"","type":"article","venue":"The Slavonic and East European Review","topic":"Library Science and Information","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Censorship; Surprise; White (mutation); Public sphere; Persona; Sociology; Literature; Ideology; Context (archaeology); Art history; Media studies; Classics; History; Art; Philosophy; Law; Humanities; Politics; Theology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009405104,0.0006839224,0.0007535242,0.0001014611,0.002876997,0.001897516,0.005475476,0.00004813647,0.0001514532],"category_scores_gemma":[0.0002258895,0.0003944121,0.0003026724,0.002261736,0.002500343,0.01199082,0.003285918,0.0005437592,0.003034785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002922853,"about_ca_system_score_gemma":0.0002628427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001368568,"about_ca_topic_score_gemma":0.000002521316,"domain_scores_codex":[0.9922611,0.002736906,0.001750581,0.001061063,0.0008961849,0.001294127],"domain_scores_gemma":[0.995248,0.0000963729,0.0009635085,0.002809434,0.0003204177,0.0005623362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001243785,0.00004258874,0.0001094723,0.001518634,0.00004040516,0.00001433001,0.01013975,0.000001503559,0.00001869531,0.02484309,0.006957645,0.9563015],"study_design_scores_gemma":[0.001195239,0.002662743,0.02925281,0.02848708,0.0003565503,0.001457378,0.0006098729,0.04993456,0.0000656921,0.001282872,0.8830626,0.001632579],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01913283,0.6690627,0.03951125,0.1810412,0.002529829,0.003073763,0.00001321747,0.0003588902,0.08527628],"genre_scores_gemma":[0.5153365,0.4049867,0.0007097841,0.0767888,0.001031111,0.000008127392,0.000004327174,0.00002867943,0.001106047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9546689,"threshold_uncertainty_score":0.9999053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026994564269503,"score_gpt":0.2309429004500992,"score_spread":0.2039483361805962,"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."}}