{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01821111,0.001867491,0.001905006,0.007832198,0.002338772,0.007673929,0.003433596,0.003008668,0.018548],"category_scores_gemma":[0.09116663,0.001402098,0.002577544,0.004549955,0.003434198,0.01099099,0.009526962,0.00436744,0.004836168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083482,"about_ca_system_score_gemma":0.004301815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002166897,"about_ca_topic_score_gemma":0.002631044,"domain_scores_codex":[0.9831891,0.008372566,0.001760439,0.002178646,0.003881875,0.0006173695],"domain_scores_gemma":[0.9302557,0.05086632,0.002839528,0.008586597,0.006309146,0.001142615],"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":[0.0001838524,0.0001944106,0.00133654,0.0005345454,0.000205173,0.0001813444,0.001775588,0.0705422,0.001513607,0.522047,0.007102259,0.3943835],"study_design_scores_gemma":[0.00006207515,0.0000704072,0.0001817998,0.0002143936,0.00006721058,0.0000661658,0.000478485,0.2521894,0.00261837,0.7330247,0.01097204,0.00005504329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001525772,0.00005235176,0.9937028,0.0002207196,0.00003438119,0.00009329516,0.00007600628,0.0008535525,0.003441113],"genre_scores_gemma":[0.09509699,0.0001050167,0.9014137,0.0001364297,0.00003005573,0.000634259,0.000416561,0.0002890193,0.001877986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.018548,"threshold_uncertainty_score":0.09631073,"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."}}