{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004348941,0.0007807617,0.0009658327,0.004905713,0.001488291,0.01041023,0.0027433,0.003693216,0.003157887],"category_scores_gemma":[0.004904586,0.0005919419,0.0009234392,0.01169626,0.00350613,0.0120753,0.003054773,0.003416087,0.001619495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375728,"about_ca_system_score_gemma":0.005187257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005950962,"about_ca_topic_score_gemma":0.00243947,"domain_scores_codex":[0.9949555,0.001420246,0.0003402898,0.0004992699,0.002453395,0.0003313296],"domain_scores_gemma":[0.9959479,0.00201396,0.0002863275,0.0002398162,0.001212496,0.0002993931],"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":[0.00004339691,0.0001417558,0.001440671,0.002954601,0.00006421084,0.0006201987,0.00181978,0.003996748,0.001474684,0.5386205,0.01598183,0.4328416],"study_design_scores_gemma":[0.00001996293,0.0001169451,0.001221893,0.003301158,0.00004772332,0.001444866,0.00330885,0.02048984,0.001798873,0.2891188,0.6789998,0.0001313037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01863737,0.367387,0.4040273,0.03612415,0.001886269,0.0007172026,0.0005654493,0.001211338,0.1694439],"genre_scores_gemma":[0.2662251,0.3689073,0.3222113,0.006704971,0.002833637,0.001035104,0.001117612,0.0003200476,0.03064501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01041023,"threshold_uncertainty_score":0.02449268,"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."}}