{"id":"W2807338375","doi":"","title":"OpenIE for Slot Filling at TAC KBP 2017 - System Description.","year":2017,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Topic Modeling","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005801547,0.00007690561,0.0001310552,0.00003112311,0.0009557111,0.0001835502,0.0008114186,0.00003785463,0.000002481109],"category_scores_gemma":[0.00003973697,0.00006956545,0.00003215399,0.00002763725,0.0001464081,0.0004250782,0.0002624884,0.00003389121,0.000007134598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001800436,"about_ca_system_score_gemma":0.00002412747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175518,"about_ca_topic_score_gemma":0.000003923736,"domain_scores_codex":[0.999394,0.00002532507,0.0001707268,0.0002227376,0.00007084898,0.0001163706],"domain_scores_gemma":[0.9986039,0.00013617,0.0001828731,0.0009415399,0.00009451082,0.00004096543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001046821,0.000006762992,0.00005104514,0.00006754651,0.000007645727,1.060043e-7,0.0002687458,0.00004220826,0.0009969539,0.9883814,0.00006812659,0.01009896],"study_design_scores_gemma":[0.0005688942,0.00005830682,0.0006307836,0.00006273406,0.00004650225,0.00002499574,0.0007476217,0.02474782,0.03070348,0.9187106,0.02337487,0.0003233248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01758567,0.0003720693,0.9770897,0.0001987812,0.00008938183,0.0003734516,0.00001189841,0.00005996445,0.004219097],"genre_scores_gemma":[0.9804698,0.00002483508,0.01764398,0.00001697401,0.00008455055,0.0002886774,0.000004277664,0.000005244542,0.001461639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9628841,"threshold_uncertainty_score":0.7350653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540506824049892,"score_gpt":0.275341209958086,"score_spread":0.2399361417175871,"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."}}