{"id":"W2106688082","doi":"10.1109/cmpsac.2003.1245402","title":"A framework for Web-based research support systems","year":2004,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"RSS; Computer science; Decision support system; Adaptation (eye); Web application; Information system; Process (computing); Conceptual framework; World Wide Web; Knowledge management; Data science; Engineering; Data mining","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":[0.01056547,0.001532721,0.001264011,0.005433915,0.003714996,0.01965374,0.005506594,0.006742377,0.01025387],"category_scores_gemma":[0.009929182,0.001461115,0.002172884,0.006335505,0.008703758,0.01781145,0.007058102,0.005370548,0.00570568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004556163,"about_ca_system_score_gemma":0.00644318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009595766,"about_ca_topic_score_gemma":0.004475574,"domain_scores_codex":[0.9908539,0.003788469,0.001262438,0.001091737,0.002317124,0.0006862779],"domain_scores_gemma":[0.9939644,0.002397303,0.0004551943,0.001152477,0.00136205,0.0006686292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007345047,0.00001939249,0.00006698212,0.0001019502,0.00001619685,0.0001395821,0.0004683057,0.002441069,0.0002241342,0.9825767,0.003017928,0.01092032],"study_design_scores_gemma":[0.00002840566,0.00003016923,0.00007884188,0.00023826,0.00002740633,0.0002592726,0.0003860169,0.01548096,0.0004142093,0.7020139,0.2810071,0.00003539055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001188767,0.00210342,0.9464982,0.005551121,0.0003194163,0.000450117,0.0003318046,0.001760433,0.04179672],"genre_scores_gemma":[0.0587384,0.003336884,0.9126906,0.001465627,0.0005395373,0.001588666,0.001089119,0.0003848455,0.0201663],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01965374,"threshold_uncertainty_score":0.05587626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.179236280904581,"score_gpt":0.3943367342651721,"score_spread":0.2151004533605911,"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."}}