{"id":"W6907749908","doi":"10.25365/thesis.60361","title":"Urban millennials in contemporary English literature","year":2019,"lang":"de","type":"article","venue":"University of Vienna","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Digital humanities; Literary criticism","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002573803,0.0002433899,0.0005960102,0.000484959,0.0001227185,0.0001160939,0.0005029436,0.0002186986,0.003986184],"category_scores_gemma":[0.00003129148,0.0002702646,0.0003246618,0.0002558785,0.0002832543,0.0005776305,0.0001632492,0.0003986871,0.0003147983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007159736,"about_ca_system_score_gemma":0.00007790443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291498,"about_ca_topic_score_gemma":0.0001526135,"domain_scores_codex":[0.9986274,0.0001816091,0.0002879018,0.0003961571,0.0002339404,0.0002729672],"domain_scores_gemma":[0.9986689,0.0001109965,0.0002578631,0.0005308944,0.0003477985,0.00008354016],"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":[0.0004677752,0.000437202,0.01343281,0.0005703039,0.0006464288,0.0002163311,0.6763751,0.00001179449,0.0001468259,0.1299794,0.1773227,0.0003933554],"study_design_scores_gemma":[0.001168543,0.0001482831,0.0003520373,0.0007377265,0.00009695807,2.910003e-7,0.02168897,0.00006126258,0.00001664691,0.0001526893,0.9752879,0.0002886551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4288893,0.1108954,0.000007645667,0.0005335222,0.004204058,0.0007234944,0.001241126,0.00008885664,0.4534166],"genre_scores_gemma":[0.937224,0.0008135294,0.0000604003,0.0001468518,0.0006155223,7.732512e-8,0.0001641136,0.00001730381,0.0609582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7979652,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129916580282589,"score_gpt":0.185187966371797,"score_spread":0.1738888005689711,"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."}}