{"id":"W2102972473","doi":"10.1109/wi.2003.1241270","title":"Web-based information retrieval support systems: building research tools for scientists in the new information age","year":2004,"lang":"en","type":"article","venue":"","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Information retrieval; Search engine indexing; World Wide Web; Citation; Quality (philosophy); Index (typography); Information system; Data science; Engineering","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004022114,0.00009153028,0.0001070841,0.0004353581,0.0002702617,0.002895796,0.001059394,0.00007275295,0.000004655165],"category_scores_gemma":[0.0004752217,0.00006060013,0.00004454973,0.001365283,0.00004446349,0.007154964,0.0001084221,0.0001671127,0.00009606568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808251,"about_ca_system_score_gemma":0.0006572956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002056838,"about_ca_topic_score_gemma":0.00002458563,"domain_scores_codex":[0.9981183,0.00007115574,0.0004389113,0.0001335099,0.0008303787,0.0004077265],"domain_scores_gemma":[0.998924,0.0002672902,0.00009564131,0.000434874,0.0002072521,0.00007095169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005493269,0.00005580545,0.00006824319,0.0001718582,0.000005024695,0.00001040327,0.006515114,0.01937403,0.0001214059,0.9012271,0.02652542,0.0458707],"study_design_scores_gemma":[0.007319016,0.001039639,0.004687599,0.0001967588,0.000006233317,0.00005445309,0.00170427,0.3548349,0.001234386,0.02154371,0.6067883,0.0005907481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01167145,0.00001206094,0.9640092,0.003429762,0.0004994866,0.001354618,0.0000074226,0.0001099691,0.01890605],"genre_scores_gemma":[0.9479567,0.000003353954,0.0507258,0.001110852,0.00006014515,0.00004036337,0.00005007453,0.000002579777,0.00005011547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9362853,"threshold_uncertainty_score":0.9981393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07344674854918333,"score_gpt":0.3358164808178566,"score_spread":0.2623697322686733,"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."}}