{"id":"W2947165264","doi":"10.1080/14606925.2019.1594968","title":"Tools for building consensus on goals","year":2019,"lang":"en","type":"article","venue":"The Design Journal","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Process management; Knowledge management; Management science; Engineering","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01384422,0.0001316914,0.0003240083,0.0002050051,0.0004852966,0.0016672,0.001066306,0.00004683603,0.0007509534],"category_scores_gemma":[0.006788773,0.00006365383,0.0002459808,0.0003080686,0.00003784265,0.0001636381,0.0000700575,0.0002371877,0.0009819837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004042935,"about_ca_system_score_gemma":0.00009942412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001371339,"about_ca_topic_score_gemma":3.871824e-7,"domain_scores_codex":[0.9966654,0.0006354982,0.0007964865,0.0002645179,0.001325378,0.0003127574],"domain_scores_gemma":[0.9742843,0.02408659,0.0005031275,0.0005999141,0.0004123231,0.0001137601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001254955,0.00005580071,0.0005911108,0.000004197656,0.00007697887,0.00004806058,0.0008999643,0.03434753,0.02926845,0.1219116,0.558923,0.2526183],"study_design_scores_gemma":[0.001636565,0.000648641,0.001905811,0.0001456449,0.00001702464,0.001147284,0.001616772,0.02903325,0.00132625,0.661302,0.3009207,0.0003000947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2610771,0.0004429618,0.7264682,0.002266506,0.002734328,0.0008459082,0.000008099722,0.00002667825,0.006130212],"genre_scores_gemma":[0.9792778,0.000001458903,0.01424348,0.0005895509,0.0004715243,0.000006020645,4.756432e-8,0.00001421056,0.005395878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7182007,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.444947288614178,"score_gpt":0.4542605018730726,"score_spread":0.009313213258894615,"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."}}