{"id":"W4406877610","doi":"","title":"Evolutifon of decision support system architectures: applications to land planning and management in Cuba","year":2003,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Decision support system; Computer science; Process management; Environmental planning; Geography; Business; Artificial intelligence","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":[0.001658297,0.0004346483,0.0002935959,0.000784121,0.001151145,0.002738914,0.0007751077,0.0006645477,0.001403663],"category_scores_gemma":[0.004285241,0.0002499078,0.0002481655,0.001481567,0.0008707427,0.001489344,0.00157221,0.0005769845,0.0001067939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00770244,"about_ca_system_score_gemma":0.002610479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2774832,"about_ca_topic_score_gemma":0.2014544,"domain_scores_codex":[0.9994598,0.0002715256,0.00002361683,0.00005655759,0.00009701489,0.00009159389],"domain_scores_gemma":[0.9988437,0.0005493794,0.00008507801,0.00007809491,0.000351969,0.00009166515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007456462,0.00029042,0.06378554,0.0004894615,0.0001242195,0.001186547,0.006591422,0.5547733,0.003424108,0.0800682,0.004653348,0.2838679],"study_design_scores_gemma":[0.00007195774,0.0001014408,0.01565053,0.0001616223,0.00008810984,0.0001593108,0.007053905,0.9198606,0.002512617,0.01607844,0.03821927,0.000042237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9132982,0.003111529,0.04286819,0.004323085,0.00008513231,0.0002510893,0.000379314,0.000487668,0.03519564],"genre_scores_gemma":[0.9650713,0.001378979,0.02834106,0.00009110414,0.000009903328,0.0001190729,0.0002467001,0.00003953428,0.004702376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774832,"threshold_uncertainty_score":0.5517361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274118861330038,"score_gpt":0.2738233302520306,"score_spread":0.2464114441190268,"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."}}