{"id":"W4255340362","doi":"10.1017/9789048528486.006","title":"Mechanical Brides and Vampire Squids","year":2016,"lang":"en","type":"other","venue":"","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vampire; Art; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002173655,0.00009443148,0.0001858855,0.00008764911,0.00006710274,0.00005238411,0.0001151095,0.0003347417,0.0251945],"category_scores_gemma":[0.00008674763,0.00005899365,0.00006296197,0.00007018902,0.0001438344,0.00003091419,0.00002583617,0.00007645577,0.0002741634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001407277,"about_ca_system_score_gemma":0.00008979611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382465,"about_ca_topic_score_gemma":0.009778691,"domain_scores_codex":[0.9992575,0.00006969722,0.00007598443,0.00019463,0.0002263897,0.0001758182],"domain_scores_gemma":[0.9996142,0.00006497167,0.00004063966,0.000122008,0.00001849039,0.0001396438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[6.537701e-7,0.000004337116,0.00002730691,0.000006965543,0.00004189402,0.000003814532,0.0005755802,1.387555e-10,0.00001090293,0.09498785,0.8970285,0.007312173],"study_design_scores_gemma":[0.0000599947,0.000004821767,0.000002102971,0.00005631297,0.00004388477,2.894353e-7,0.0002291049,1.413215e-7,0.000009777725,0.001759739,0.997735,0.00009880082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000429326,0.0007959487,0.0003509249,0.00283515,0.000314334,0.00007660212,0.000007287166,0.0001254005,0.9954901],"genre_scores_gemma":[0.00120681,0.001355777,0.0002876086,0.0006507718,0.00135641,0.000004860187,0.000003336184,0.0000569263,0.9950775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1007065,"threshold_uncertainty_score":0.9756966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131692697608504,"score_gpt":0.303676627525671,"score_spread":0.292359700549586,"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."}}