{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000144981,0.0000572743,0.0000775644,0.00003856992,0.0003850878,0.00007581551,0.001126221,0.00003900321,0.00003403037],"category_scores_gemma":[0.000008330837,0.00005359721,0.00005566542,0.0001493019,0.000106922,0.0003707435,0.0003567095,0.0001003903,0.0001965371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000175494,"about_ca_system_score_gemma":0.0000312296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003358363,"about_ca_topic_score_gemma":0.000001740315,"domain_scores_codex":[0.9993902,0.00005203285,0.00008050157,0.000166881,0.0001624373,0.000147881],"domain_scores_gemma":[0.9992194,0.0001515236,0.00008485909,0.0003916884,0.00009403352,0.00005846142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002098411,0.00003164803,0.0003048346,0.000006181646,0.00001870951,0.000002919789,0.001791299,0.00000270995,0.00007889787,0.1456452,0.01427005,0.8378454],"study_design_scores_gemma":[0.0001974642,0.00003642141,0.02614764,0.000008663478,0.000003253673,0.000003534695,0.00003048125,0.8971543,0.00007846155,0.005964914,0.07027344,0.0001014267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01979575,0.00006805461,0.9726629,0.002671063,0.0002195382,0.0001041957,1.583697e-8,0.00009319332,0.004385286],"genre_scores_gemma":[0.27321,0.00007537248,0.7245587,0.0003877484,0.00004720742,5.987511e-7,0.00000131894,0.000006701925,0.001712333],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8971516,"threshold_uncertainty_score":0.2961823,"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."}}