{"id":"W2183649036","doi":"","title":"RPI-BLENDER TAC-KBP2013 Knowledge Base Population System","year":2013,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Topic Modeling","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge base; Computer science; Graph; Base (topology); Population; Knowledge graph; Artificial intelligence; Data mining; Theoretical computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004012825,0.001634313,0.001861738,0.006336198,0.001374517,0.003937698,0.004402238,0.001500336,0.04105243],"category_scores_gemma":[0.0135944,0.001285895,0.001260973,0.005462532,0.0004511842,0.007214817,0.003137723,0.002444,0.03729616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568125,"about_ca_system_score_gemma":0.002190818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00873426,"about_ca_topic_score_gemma":0.007430634,"domain_scores_codex":[0.9977065,0.0004034396,0.0003167528,0.0006549545,0.0007881063,0.0001301925],"domain_scores_gemma":[0.9945991,0.001366309,0.000238588,0.001872505,0.001675951,0.0002476608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001240682,0.0006809434,0.0029972,0.001367698,0.0002833266,0.0006026947,0.0007253632,0.008109212,0.01305492,0.01266704,0.5098687,0.4484023],"study_design_scores_gemma":[0.0008523624,0.0003773033,0.005501864,0.000300194,0.0004385965,0.001104075,0.0006718716,0.2089537,0.044533,0.02647743,0.7104936,0.0002959517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.01868522,0.0006980532,0.3118308,0.000814297,0.0003582034,0.001414492,0.1543068,0.4684741,0.04341798],"genre_scores_gemma":[0.06484703,0.0004222943,0.3551624,0.000436215,0.0001144619,0.001293491,0.5404471,0.01849073,0.01878633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04105243,"threshold_uncertainty_score":0.137334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117853548039874,"score_gpt":0.2377721567611454,"score_spread":0.225986801957158,"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."}}