{"id":"W1997189720","doi":"10.1145/1772690.1772769","title":"Ad-hoc object retrieval in the web of data","year":2010,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":215,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Information retrieval; Semantic search; Semantic Web Stack; World Wide Web; Semantic Web; Task (project management); Social Semantic Web; Web crawler","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006773383,0.00004270891,0.00007503389,0.00003700429,0.00001861808,0.00004058705,0.002745708,0.00003388884,0.00002571155],"category_scores_gemma":[0.0001761154,0.00002329059,0.00001388912,0.0002547032,0.00004912874,0.0002851012,0.0004531172,0.000124416,0.00001884159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001485976,"about_ca_system_score_gemma":0.00007949359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000388196,"about_ca_topic_score_gemma":0.0008269786,"domain_scores_codex":[0.9994094,0.00003298909,0.0001130013,0.0001746835,0.0001607321,0.0001091405],"domain_scores_gemma":[0.9983805,0.0002191414,0.00002833738,0.001343378,0.00001757023,0.00001108025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006560709,0.0004505176,0.03587534,0.00005137237,0.00003399078,0.00011296,0.005483061,0.000003028502,0.05292407,0.5821717,0.05220067,0.2706277],"study_design_scores_gemma":[0.002301443,0.0005194139,0.5167469,0.00004370876,0.00002283628,0.0001914917,0.00246816,0.1841974,0.03357788,0.03336651,0.2257906,0.0007735965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268325,0.0003220043,0.01680596,0.00833705,0.0009161617,0.0001964825,0.000004539661,0.0001376363,0.04644767],"genre_scores_gemma":[0.9737267,0.00002471243,0.02584449,0.000276072,0.0000191975,3.871876e-7,9.655839e-7,0.000001202478,0.0001062403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5488052,"threshold_uncertainty_score":0.5102254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525306809662658,"score_gpt":0.3049089113304313,"score_spread":0.2523782303641655,"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."}}