{"id":"W4231218592","doi":"10.4018/978-1-59140-845-1.ch008","title":"Simulation Modelling within Collaborative Spatial Decision Support Systems Using \"Cause-Effect\" Models and Software Agents","year":2006,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Decision support system; Software; Spatial decision support system; 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":[0.00158282,0.001102642,0.000563402,0.0009242301,0.0007039818,0.003660034,0.002566045,0.002306451,0.006766318],"category_scores_gemma":[0.00213496,0.000670772,0.001215031,0.001252622,0.002031047,0.004381164,0.001950875,0.002195787,0.001879838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491192,"about_ca_system_score_gemma":0.001579392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003613228,"about_ca_topic_score_gemma":0.004588165,"domain_scores_codex":[0.9992087,0.0004174989,0.00004418954,0.000113339,0.0001881482,0.00002809948],"domain_scores_gemma":[0.9985617,0.001096548,0.00004606392,0.0001628083,0.00009086995,0.00004204427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001269234,0.00007965788,0.0004035428,0.0002604038,0.0000522439,0.0001937002,0.0009012508,0.2147089,0.0008878817,0.6998653,0.007740765,0.07489355],"study_design_scores_gemma":[0.0000246286,0.00004002695,0.0001532747,0.0002182224,0.00003251602,0.0001602599,0.0002166739,0.3936584,0.001344661,0.4528296,0.1512915,0.00003016794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003917985,0.001536463,0.9453112,0.001330409,0.0001379056,0.00009036822,0.00009029404,0.0006051361,0.04698018],"genre_scores_gemma":[0.1279113,0.005178085,0.8172538,0.0004504585,0.0002547086,0.0005592916,0.0004240658,0.0002915011,0.04767681],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006766318,"threshold_uncertainty_score":0.02263558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307981797387816,"score_gpt":0.3618554974618213,"score_spread":0.2310573177230398,"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."}}