{"id":"W4311681119","doi":"10.22215/etd/2022-15336","title":"Exploring the Role of Trust during Human-AI Collaboration in Managerial Decision-Making Processes","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Interpretability; Popularity; Knowledge management; Process (computing); Trustworthiness; Computer science; Decision-making; Artificial intelligence; Management science; Psychology; Business; Engineering; Marketing; Social psychology","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":[0.01844218,0.0003053376,0.0003218465,0.001091508,0.002212505,0.006653534,0.0005443004,0.0009870079,0.001750687],"category_scores_gemma":[0.1045491,0.0004267974,0.00037296,0.0007246449,0.002757293,0.004163121,0.002348405,0.001905514,0.0002061261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002836821,"about_ca_system_score_gemma":0.003028769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00617608,"about_ca_topic_score_gemma":0.005826549,"domain_scores_codex":[0.9821486,0.01401574,0.0005835901,0.0006716332,0.001640613,0.0009397713],"domain_scores_gemma":[0.8323993,0.1300985,0.02144954,0.005026989,0.007128512,0.003897243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007164894,0.0005345173,0.3905537,0.0003468091,0.0002356364,0.0006134657,0.5260978,0.002562,0.003527535,0.01084353,0.0006951881,0.06327337],"study_design_scores_gemma":[0.000101286,0.001032309,0.461318,0.0007655047,0.0002620461,0.0007703936,0.4499387,0.03377534,0.004839221,0.03398943,0.01294536,0.0002623962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984951,0.000188513,0.007172349,0.0007081283,0.00001091941,0.00004069422,0.00001639494,0.00001669807,0.006895312],"genre_scores_gemma":[0.9990539,0.00004154512,0.0007061441,0.00002812312,0.000002446495,0.00001048142,0.00000645641,0.000003172719,0.000147721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844218,"threshold_uncertainty_score":0.09753269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573422353136696,"score_gpt":0.3213535779401895,"score_spread":0.2756193544088226,"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."}}