{"id":"W97556283","doi":"","title":"WEB-BASED COLLABORATIVE DECISION SUPPORT SERVICES: CONCEPT, CHALLENGES AND APPLICATION","year":2006,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Decision support system; Knowledge management; Web service; Metadata; R-CAST; World Wide Web; Data science; Business decision mapping; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796477,0.00007738733,0.0001191079,0.00008058974,0.0004318463,0.00005248757,0.00009002442,0.00006999984,0.00004429422],"category_scores_gemma":[0.00001166894,0.00006625654,0.00001933184,0.0002726282,0.0001967555,0.0002489638,0.00002026401,0.00002904015,0.00005473465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002618641,"about_ca_system_score_gemma":0.00007617107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644023,"about_ca_topic_score_gemma":0.02369923,"domain_scores_codex":[0.9991072,0.00004776398,0.0002149767,0.0001375478,0.0003379319,0.0001545949],"domain_scores_gemma":[0.9992236,0.000141621,0.0001143357,0.0001017093,0.0003769681,0.00004175064],"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":[0.00002941447,0.0000818411,0.0199827,0.00008640965,0.00003186035,0.000001286579,0.08413528,0.00008871649,0.00005601777,0.8089254,0.005374412,0.08120663],"study_design_scores_gemma":[0.0009880195,0.00005209597,0.04100468,0.00002747402,0.00001156653,4.587419e-7,0.1363634,0.0005839638,0.0000868238,0.004715346,0.8159381,0.000228102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05826483,0.002977497,0.004273322,0.004201583,0.0002285191,0.001287969,0.0000261878,0.0003876752,0.9283524],"genre_scores_gemma":[0.9976035,0.0004865213,0.001113353,0.000203524,0.00007843125,0.00007521363,0.00001252212,0.000003507557,0.0004234198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9393387,"threshold_uncertainty_score":0.9941157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100503236031735,"score_gpt":0.2758521325948807,"score_spread":0.2648471002345633,"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."}}