{"id":"W2732258116","doi":"10.22329/iasza.v0i0.4921","title":"How Will You Get Information You Need in a Zombie Apocalypse","year":2017,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Zombie; Metaphor; Data science; Computer science; Computer security; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00574019,0.0002045126,0.0003223145,0.001502519,0.01214823,0.01400359,0.000853423,0.00567631,0.01131117],"category_scores_gemma":[0.01577426,0.0003286328,0.0002011441,0.002042853,0.02173517,0.02486574,0.008958884,0.00741387,0.002403912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007996814,"about_ca_system_score_gemma":0.009668801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05629811,"about_ca_topic_score_gemma":0.04291585,"domain_scores_codex":[0.9951826,0.002532511,0.0001392217,0.0003061953,0.0007294355,0.001109978],"domain_scores_gemma":[0.9934176,0.002944411,0.0005632351,0.0006091519,0.001041109,0.001424549],"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":[0.00007113034,0.00008714681,0.00290948,0.0002196448,0.00001607338,0.0008906031,0.1443479,0.0001655492,0.001272753,0.758194,0.05921728,0.03260851],"study_design_scores_gemma":[0.00003657959,0.00004510503,0.00339556,0.0003579167,0.000008444495,0.0004000387,0.08563624,0.0003544021,0.0005716057,0.1400385,0.769102,0.00005354899],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1001261,0.003054729,0.003367833,0.7190784,0.0004027381,0.00008425402,0.0001085466,0.00009023443,0.173687],"genre_scores_gemma":[0.9034515,0.002135526,0.002100339,0.03235519,0.0002017631,0.0000631522,0.0000491706,0.00007236825,0.05957104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05629811,"threshold_uncertainty_score":0.1119408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510412137268456,"score_gpt":0.2436320851788889,"score_spread":0.2185279638062044,"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."}}