{"id":"W2807205034","doi":"","title":"Combining Open IE and Distant Supervision for KBP Slot Filling.","year":2015,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Open source; Operating system","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":[0.002347491,0.0008152502,0.001385221,0.001896661,0.0009805439,0.001957551,0.002586974,0.001427306,0.005198232],"category_scores_gemma":[0.01620259,0.0004891115,0.0006123985,0.002339525,0.001312574,0.006457693,0.005103645,0.002378352,0.003251213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004521057,"about_ca_system_score_gemma":0.002043273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603942,"about_ca_topic_score_gemma":0.004582254,"domain_scores_codex":[0.9975695,0.0006120575,0.0001766526,0.0005819053,0.0007875353,0.0002724537],"domain_scores_gemma":[0.9928401,0.002698578,0.0002703102,0.002631109,0.00127876,0.0002811583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007682841,0.0003141937,0.001705362,0.0003334976,0.00005937233,0.0002389449,0.00055196,0.02637555,0.01452379,0.03108043,0.02386136,0.9001873],"study_design_scores_gemma":[0.0000720246,0.0001776571,0.000919353,0.0001059706,0.00005140656,0.0003572418,0.0005558477,0.7906044,0.03509639,0.1494104,0.02257041,0.00007894921],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01307634,0.0005609834,0.9753686,0.0002916526,0.0002058842,0.00008980409,0.0005211257,0.006100057,0.003785443],"genre_scores_gemma":[0.3312268,0.0004413805,0.6562083,0.0003960458,0.0003252634,0.0002436038,0.003961622,0.001007904,0.006189028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005198232,"threshold_uncertainty_score":0.01738983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108614051536809,"score_gpt":0.2941097834599321,"score_spread":0.2630236429445639,"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."}}