{"id":"W4417426026","doi":"10.31166/voprosyistorii202512statyi01","title":"NOVEL AS AN AESTHETIC CULTURAL PHENOMENON","year":2025,"lang":"","type":"article","venue":"OOO Zhurnal Voprosy Istorii","topic":"Vladimir Nabokov Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Phenomenon; Period (music); Quarter (Canadian coin); Feature (linguistics); Natural (archaeology)","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"],"consensus_categories":[],"category_scores_codex":[0.001334257,0.0008055395,0.0009581503,0.0003728875,0.003536063,0.0009039225,0.001513637,0.0004550387,0.0008296737],"category_scores_gemma":[0.0002739817,0.0007765699,0.0004347051,0.002033371,0.001328929,0.001943877,0.0003617701,0.0009768804,0.0005549059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593762,"about_ca_system_score_gemma":0.001037923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002789283,"about_ca_topic_score_gemma":0.0007721393,"domain_scores_codex":[0.9942418,0.0004309961,0.001142472,0.001283367,0.00135111,0.001550236],"domain_scores_gemma":[0.9971675,0.0001196593,0.0005190158,0.0008170576,0.0007371802,0.0006395621],"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":[0.001087729,0.004206199,0.008488916,0.0004249953,0.0009370736,0.0002369708,0.2951043,0.00006991358,0.006078635,0.5283156,0.05707445,0.09797515],"study_design_scores_gemma":[0.00171221,0.0007658025,0.002243765,0.0003386553,0.0002510877,0.00005172095,0.01337182,0.00007857032,0.0001240357,0.007366869,0.9727201,0.0009753206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3528162,0.01713155,0.0002762493,0.01683169,0.01883895,0.001725019,0.0001168958,0.0003915433,0.5918719],"genre_scores_gemma":[0.8085345,0.001161576,0.0007004193,0.001722488,0.001773685,0.00007054296,0.00001672943,0.00005654761,0.1859635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9156457,"threshold_uncertainty_score":0.9994685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362997496103203,"score_gpt":0.3354411316754697,"score_spread":0.3118111567144377,"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."}}