{"id":"W2284208697","doi":"10.11575/prism/31375","title":"The Ployglot Computer","year":2013,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012451,0.0006505849,0.0004393751,0.001050203,0.001978753,0.005184902,0.001156535,0.001562869,0.07829733],"category_scores_gemma":[0.004678144,0.0004999524,0.000427046,0.0008508089,0.005108349,0.006546066,0.004864092,0.003014799,0.02236391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911276,"about_ca_system_score_gemma":0.003273247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236521,"about_ca_topic_score_gemma":0.008629655,"domain_scores_codex":[0.998582,0.000276718,0.00004924724,0.0004421245,0.0004498869,0.0002000443],"domain_scores_gemma":[0.9986075,0.0003056785,0.00006025299,0.000535551,0.0003194757,0.0001715862],"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":[0.0001494,0.0000159516,0.0006188695,0.0001336728,0.00001260446,0.0001997131,0.0007679304,0.001990736,0.002418062,0.7540529,0.08887426,0.1507659],"study_design_scores_gemma":[0.00003178251,0.00003744516,0.0003614408,0.0001838891,0.000008339971,0.0002496376,0.0002198529,0.005923976,0.002442759,0.0991618,0.891349,0.00002995216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01029807,0.003512305,0.3404821,0.01535995,0.001565148,0.0002801496,0.0008288674,0.01362541,0.614048],"genre_scores_gemma":[0.2273736,0.004169623,0.2016674,0.005602578,0.0005520062,0.0004018689,0.001140665,0.001793055,0.5572993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07829733,"threshold_uncertainty_score":0.2619306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194012626694647,"score_gpt":0.1859642454220909,"score_spread":0.1740241191551444,"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."}}