{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006453386,0.00006970622,0.0001237527,0.00002775501,0.0001923938,0.000145124,0.0004955434,0.00002641029,0.000001697274],"category_scores_gemma":[0.00003122344,0.00005479343,0.00001096203,0.00009826051,0.0001168333,0.000441176,0.0005397041,0.00003352726,9.824226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003868355,"about_ca_system_score_gemma":0.00003233886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000216112,"about_ca_topic_score_gemma":0.000001175229,"domain_scores_codex":[0.9994687,0.0000338618,0.0001380409,0.0002018026,0.00007074219,0.00008681102],"domain_scores_gemma":[0.9991943,0.0002355185,0.00006174436,0.0003421254,0.0000932138,0.00007305852],"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":[0.00003093903,0.00002447506,0.00002245639,0.00001462525,0.000003636136,6.972295e-8,0.0006178807,0.000005095604,0.0002264293,0.9317132,0.0001780642,0.06716311],"study_design_scores_gemma":[0.0004608407,0.0001067082,0.00007422031,0.00001595753,0.000008578708,0.00000398873,0.0007293433,0.007471866,0.003485615,0.9468911,0.04064413,0.0001076718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008289875,0.0009629088,0.9890886,0.0002121418,0.00003772924,0.000376703,0.00002793097,0.00003040994,0.0009736896],"genre_scores_gemma":[0.9612391,0.00008965249,0.03818758,0.00005707824,0.00003378403,0.0001733855,0.0000427934,0.000006042756,0.0001705913],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9529492,"threshold_uncertainty_score":0.2234411,"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."}}