{"id":"W2110304300","doi":"10.1109/hicss.2009.369","title":"Retrieval of Single Wikipedia Articles While Reading Abstracts","year":2009,"lang":"en","type":"article","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Computer science; Reading (process); Information retrieval; Complement (music); Context (archaeology); Preference; World Wide Web; Order (exchange)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003687666,0.00003229084,0.00005330503,0.00003840118,0.0001204457,0.00004515271,0.00007172115,0.00004228056,0.0004230712],"category_scores_gemma":[0.0003758093,0.00003184062,0.00001620536,0.0003944667,0.00005610587,0.0002160406,0.000002889603,0.00002867076,0.0000338263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460861,"about_ca_system_score_gemma":0.0001384652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398297,"about_ca_topic_score_gemma":0.0002459304,"domain_scores_codex":[0.9994105,0.00003804897,0.0001494161,0.00007505823,0.0002146816,0.0001123244],"domain_scores_gemma":[0.999592,0.00005352614,0.00006762089,0.0000770382,0.0001527019,0.00005709297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008521404,0.001109796,0.00465528,0.000009274658,0.00001286689,0.000001852995,0.088035,0.00008313641,0.2042492,0.5660336,0.0502378,0.08548696],"study_design_scores_gemma":[0.0006615187,0.0004715983,0.1536776,0.00006186029,0.0000369929,0.000001093779,0.1033162,0.0000752629,0.3782653,0.05605137,0.3068422,0.0005390118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6348386,0.0000162437,0.00004439908,0.004029677,0.0001928118,0.00005596421,4.78066e-7,0.00003985617,0.360782],"genre_scores_gemma":[0.994766,0.00001274966,0.0008653325,0.0002783087,0.0002229642,3.652908e-7,0.00000130173,0.000001762782,0.003851199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5099822,"threshold_uncertainty_score":0.4632333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729264110912068,"score_gpt":0.3224084466085343,"score_spread":0.2851158054994136,"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."}}