{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002683719,0.001490585,0.001026134,0.002989565,0.0009395324,0.004588189,0.002324788,0.002047283,0.1416413],"category_scores_gemma":[0.01592493,0.001190241,0.001392895,0.002235607,0.0006382327,0.007660377,0.004323261,0.002665631,0.07723085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795744,"about_ca_system_score_gemma":0.00275097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00683014,"about_ca_topic_score_gemma":0.008908937,"domain_scores_codex":[0.9978841,0.0005019059,0.0002613248,0.0004006646,0.0006878678,0.0002641794],"domain_scores_gemma":[0.9950054,0.002160006,0.0002202473,0.00149714,0.0009269901,0.000190204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000706311,0.0001013053,0.001357529,0.001602737,0.00008925326,0.000577544,0.001140023,0.005460606,0.0031202,0.09365543,0.7793411,0.1128479],"study_design_scores_gemma":[0.00007768381,0.00003972361,0.0004828797,0.0003714229,0.00003236836,0.0002126196,0.0002869255,0.03676772,0.00606346,0.07565391,0.8799357,0.00007567737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002867226,0.0005438245,0.4571444,0.001452941,0.001144673,0.0003988415,0.2121847,0.282492,0.04177133],"genre_scores_gemma":[0.08395022,0.0007867724,0.3561636,0.001266019,0.0004517767,0.001559664,0.4561685,0.05883263,0.04082076],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1416413,"threshold_uncertainty_score":0.4738375,"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."}}