{"id":"W7098668140","doi":"","title":"THE ROLE AND USE OF MODELS IN DECISION SUPPORT","year":2014,"lang":"en","type":"article","venue":"","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decision support system; Focus (optics); Decision analysis; Decision tree; Work (physics); Focus group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0508555,0.00146532,0.002222984,0.003757493,0.0015563,0.01178883,0.003562726,0.004700647,0.003437949],"category_scores_gemma":[0.1191977,0.001470861,0.001884742,0.002871881,0.009374993,0.0201033,0.005970488,0.005793423,0.00120223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003860132,"about_ca_system_score_gemma":0.004110625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008095043,"about_ca_topic_score_gemma":0.00429197,"domain_scores_codex":[0.9590116,0.03398969,0.001219885,0.001480783,0.00376044,0.0005375207],"domain_scores_gemma":[0.7793542,0.1979461,0.004007438,0.01207772,0.005263205,0.001351239],"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":[0.0001625424,0.0001225617,0.003610365,0.0009766391,0.0002948198,0.0001597202,0.001300942,0.1191764,0.0002897893,0.7624016,0.004229847,0.1072748],"study_design_scores_gemma":[0.00004971681,0.00008503503,0.0004913181,0.0008065157,0.00006264574,0.0001203245,0.0003945228,0.1728546,0.0003683338,0.7975174,0.02714688,0.000102678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01796296,0.02803605,0.8339564,0.07547265,0.001005667,0.000141667,0.0002967844,0.0007686616,0.04235919],"genre_scores_gemma":[0.5520523,0.02546398,0.4131124,0.003529869,0.00156094,0.0003731141,0.0002290929,0.0003233415,0.003355005],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0508555,"threshold_uncertainty_score":0.2689528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579704112909913,"score_gpt":0.2132208161755524,"score_spread":0.1874237750464533,"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."}}