{"id":"W2136190424","doi":"10.1145/2740908.2742022","title":"What's in this paper?","year":2015,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Workflow; Linked data; RDF; Information retrieval; Semantic Web; Task (project management); Construct (python library); Entity linking; Knowledge base; Named entity; Semantic search; Natural language processing; World Wide Web; Database; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004910303,0.0006660904,0.0008614632,0.001724953,0.002688129,0.009999725,0.001917742,0.004286346,0.1232151],"category_scores_gemma":[0.02705922,0.0002368468,0.001128601,0.001952885,0.00205622,0.01023371,0.003439135,0.004224603,0.07126029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351732,"about_ca_system_score_gemma":0.005034446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548375,"about_ca_topic_score_gemma":0.002479373,"domain_scores_codex":[0.9963117,0.0008247854,0.0002801178,0.0007383288,0.001346228,0.0004988851],"domain_scores_gemma":[0.9888687,0.001677759,0.0008822507,0.001107593,0.005248422,0.002215274],"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":[0.0001044178,0.00009479446,0.002920995,0.0006742007,0.00005295332,0.001606204,0.001243193,0.0001024464,0.0007033212,0.05758727,0.7671436,0.1677666],"study_design_scores_gemma":[0.000009419039,0.00001772581,0.0004436016,0.0005147792,0.00002140051,0.001522935,0.001031517,0.0000722988,0.0002610711,0.008872248,0.987212,0.00002110267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004369879,0.02973631,0.01005234,0.4632548,0.270653,0.0002225645,0.00202201,0.0008243815,0.2188647],"genre_scores_gemma":[0.09059927,0.04318723,0.01879621,0.2893002,0.09022825,0.0004498796,0.003935641,0.001375291,0.462128],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1232151,"threshold_uncertainty_score":0.4121955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874876823160038,"score_gpt":0.2741417308362887,"score_spread":0.2253929626046883,"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."}}