{"id":"W2183389237","doi":"","title":"GLOW TAC-KBP2011 Entity Linking System ⁄","year":2011,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Task (project management); Information extraction; Information retrieval; Isolation (microbiology); Word (group theory); Natural language processing; World Wide Web; Knowledge management; Linguistics; Management; Bioinformatics","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":[0.008520712,0.002959104,0.002273777,0.007616938,0.002667599,0.004895981,0.00552963,0.00502911,0.03659314],"category_scores_gemma":[0.01514877,0.001641664,0.001808206,0.004898648,0.001240634,0.01013483,0.008046928,0.003725933,0.0624575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929685,"about_ca_system_score_gemma":0.003813017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102194,"about_ca_topic_score_gemma":0.009880099,"domain_scores_codex":[0.9929512,0.001953331,0.0007672393,0.001482075,0.002390868,0.0004552454],"domain_scores_gemma":[0.9903451,0.001917635,0.0005015713,0.00450985,0.002273342,0.0004525254],"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":[0.0006754367,0.0004876954,0.0008727199,0.00108105,0.0001852376,0.0005586068,0.0008131007,0.002647509,0.01323038,0.01011101,0.7706316,0.1987056],"study_design_scores_gemma":[0.0008951765,0.0004200877,0.00380989,0.0002954428,0.0001550174,0.001251494,0.0006327619,0.06464961,0.03945994,0.02261355,0.8654694,0.0003475178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.02389821,0.001345592,0.2028366,0.002497526,0.001054845,0.002966328,0.1635247,0.5341518,0.06772448],"genre_scores_gemma":[0.06119338,0.0003851208,0.2638124,0.001255792,0.0001759044,0.00211251,0.6123609,0.02073242,0.03797165],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03659314,"threshold_uncertainty_score":0.1224163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780653731448366,"score_gpt":0.228857367975155,"score_spread":0.2110508306606714,"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."}}