{"id":"W4250486641","doi":"10.1145/2568388.2568394","title":"HCIR 2013","year":2013,"lang":"en","type":"article","venue":"ACM SIGIR Forum","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Computer science; Event (particle physics); Library science; Digital library; Work (physics); Data science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006258986,0.00009379708,0.0001068878,0.00004575327,0.00008054273,0.0001601156,0.001575852,0.00005140045,0.0001205043],"category_scores_gemma":[0.0001156577,0.00007301064,0.00004915818,0.0001365901,0.00003568664,0.0006080988,0.0006340843,0.00006758625,0.002986778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001060803,"about_ca_system_score_gemma":0.00001779625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003015187,"about_ca_topic_score_gemma":0.00002517087,"domain_scores_codex":[0.999133,0.00001527494,0.000120846,0.0002304299,0.000139533,0.0003609289],"domain_scores_gemma":[0.9987563,0.0001084914,0.00003689651,0.0009885208,0.00004488938,0.00006492362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001061255,0.00004734741,0.01752774,0.00000812443,0.00001944687,0.00001286075,0.0003148898,0.00000771888,0.001334402,0.07876992,0.6794447,0.2225117],"study_design_scores_gemma":[0.0007327001,0.000265953,0.1968704,0.00002780266,0.000009580517,0.00006654711,0.0005034175,0.01503812,0.009790801,0.5115282,0.2644053,0.0007611384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5187503,0.001821919,0.2431549,0.1852069,0.00351693,0.0007502984,0.000001804939,0.001890724,0.04490628],"genre_scores_gemma":[0.9586781,0.00002425076,0.03734818,0.002268088,0.00004900443,0.00002776601,7.546574e-7,0.00000584698,0.001598048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399278,"threshold_uncertainty_score":0.9977895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434396881751462,"score_gpt":0.2327104276785104,"score_spread":0.2183664588609958,"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."}}