{"id":"W7149701799","doi":"10.70675/ffbf03d9zf917z4f12z95d9zef65199bb374","title":"Artificial Creation and Procreation in Late-Victorian Short Fiction","year":2020,"lang":"","type":"dissertation","venue":"","topic":"Thomas Hardy Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Novella; Context (archaeology); Perspective (graphical); Object (grammar); Subjectivity","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"],"consensus_categories":[],"category_scores_codex":[0.0001982574,0.0006198647,0.0006792624,0.0004465604,0.0007379751,0.00103532,0.0001008683,0.0004145546,0.000839104],"category_scores_gemma":[0.0001220285,0.000605939,0.000121722,0.000199865,0.0001314865,0.0007236626,0.00003637223,0.0005531829,0.00003703636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452083,"about_ca_system_score_gemma":0.00009277338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001048814,"about_ca_topic_score_gemma":0.007640119,"domain_scores_codex":[0.9972049,0.0001272714,0.001039333,0.0008596281,0.0004081822,0.000360688],"domain_scores_gemma":[0.9990448,0.00008620131,0.0002352999,0.000173849,0.0003500275,0.0001098699],"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":[0.000631585,0.0001317252,0.001430444,0.0005175035,0.0001316913,0.00001096781,0.2890955,0.00001353677,0.0007654853,0.7048619,0.0002027678,0.002206892],"study_design_scores_gemma":[0.0004534632,0.0005864002,0.02100377,0.0008375625,0.0004868,0.000001689428,0.04283077,0.003139234,0.001732459,0.003414779,0.9241908,0.001322309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200746,0.00135618,0.00006547634,0.0007303421,0.003759267,0.002044422,0.000106031,0.0002172914,0.8716464],"genre_scores_gemma":[0.9767667,0.0004851823,0.00006804394,0.0000526668,0.002399049,0.0001754757,0.003147255,0.00006702649,0.01683857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.923988,"threshold_uncertainty_score":0.9996392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01958271829946556,"score_gpt":0.2580549613061956,"score_spread":0.23847224300673,"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."}}