{"id":"W4389565405","doi":"10.1007/978-3-031-49215-0_20","title":"The Dynamics of Collaborative Decision-Making with Intelligent Systems","year":2023,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Intelligent decision support system; Point (geometry); Artificial intelligence; Knowledge management; Data science; Decision support system; 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":[0.004729743,0.0006663018,0.0007018252,0.0009069096,0.002185026,0.008742202,0.002283208,0.003668259,0.01022416],"category_scores_gemma":[0.02114903,0.0007104631,0.0006966926,0.001871911,0.01188834,0.0145811,0.003529134,0.003915638,0.001408768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540533,"about_ca_system_score_gemma":0.002548814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948826,"about_ca_topic_score_gemma":0.001955318,"domain_scores_codex":[0.9949753,0.003092642,0.0001062876,0.0005316069,0.001007946,0.000286264],"domain_scores_gemma":[0.9821683,0.0151896,0.0006075138,0.001094734,0.0005131794,0.0004267058],"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":[0.00001280315,0.00002104406,0.00018293,0.00003318421,0.00001454971,0.00005627902,0.001042235,0.007806069,0.00009843161,0.9809857,0.001900371,0.007846402],"study_design_scores_gemma":[0.00000998441,0.000006583389,0.00008525654,0.00002066261,0.000003420068,0.0000224169,0.0002407462,0.01315019,0.00005646669,0.9798064,0.006591358,0.000006547787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05721557,0.006683941,0.4114378,0.03170048,0.0005883254,0.000142044,0.000213448,0.0002261195,0.4917922],"genre_scores_gemma":[0.8989214,0.003120627,0.07245017,0.0008544595,0.0004629362,0.0003441615,0.0001396654,0.0001162586,0.02359024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01022416,"threshold_uncertainty_score":0.03420323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05843639381453195,"score_gpt":0.3126724818653343,"score_spread":0.2542360880508023,"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."}}