{"id":"W2789773641","doi":"10.3138/utq.87.1.81","title":"The Mathematics of Monstrosity: Vampire Demography in Richard Matheson's <i>I Am Legend</i>","year":2018,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vampire; Legend; Novella; Creatures; History; Portrait; Literature; Art; Art history; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004395015,0.00006959146,0.0001850617,0.00003974551,0.000282821,0.0000166567,0.0003772587,0.00007344358,0.000102556],"category_scores_gemma":[0.00001315317,0.00006138511,0.0001409839,0.0001551733,0.0006214868,0.0002233861,0.00001512773,0.00006054016,0.000005931293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000684628,"about_ca_system_score_gemma":0.00008079797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02582943,"about_ca_topic_score_gemma":0.238106,"domain_scores_codex":[0.9991746,0.0001112645,0.0001330264,0.0001156138,0.0002734053,0.0001920736],"domain_scores_gemma":[0.999294,0.0001239813,0.000148489,0.0002113672,0.0001533775,0.00006873497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007124386,0.0002711029,0.0122015,0.00004484673,0.0001849409,0.00001228085,0.8936622,3.42338e-7,0.0009903673,0.06486692,0.004428167,0.02326609],"study_design_scores_gemma":[0.0009663691,0.0007777858,0.01150028,0.0001584176,0.0002924269,0.000001240762,0.6337562,0.000141557,0.0003493523,0.003413704,0.3482998,0.000342915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948383,0.001122072,0.0008486834,0.001172843,0.0002958386,0.0002788244,0.00002550308,0.00003969803,0.1013783],"genre_scores_gemma":[0.9971673,0.000144714,0.001181597,0.00002088098,0.0000581835,1.576109e-7,0.00000127236,0.000003215083,0.001422687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3438716,"threshold_uncertainty_score":0.9806576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007214514561944795,"score_gpt":0.2235545815429688,"score_spread":0.216340066981024,"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."}}