{"id":"W4393029310","doi":"10.1016/j.ejor.2024.03.025","title":"Trust exploration- and leadership incubation- based opinion dynamics model for social network group decision-making: A quantum theory perspective","year":2024,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Group decision-making; Management science; Social network (sociolinguistics); Group (periodic table); Psychology; Knowledge management; Social psychology; Computer science; Sociology; Operations research; Artificial intelligence; Economics; Mathematics; Social media; Physics","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":[0.002101749,0.0005385733,0.001521202,0.0007175889,0.001171802,0.00224314,0.002269138,0.00214507,0.006933751],"category_scores_gemma":[0.009431049,0.0004338103,0.001032828,0.0008207702,0.00219974,0.004015981,0.00158191,0.001636233,0.0005143392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858217,"about_ca_system_score_gemma":0.001783687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009267032,"about_ca_topic_score_gemma":0.005997558,"domain_scores_codex":[0.9989133,0.000486826,0.00003530092,0.0002027244,0.0001261018,0.0002357808],"domain_scores_gemma":[0.9953169,0.003003006,0.0005272873,0.000212548,0.0005027137,0.0004375628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001531569,0.0002046497,0.003881171,0.0001327943,0.0001418689,0.0003430225,0.0007830784,0.427094,0.001384815,0.5535803,0.003352834,0.008948305],"study_design_scores_gemma":[0.00001395623,0.00002253521,0.000423669,0.000006141612,0.00001449003,0.00002005294,0.00007636077,0.9291171,0.00004379455,0.07001111,0.0002364681,0.0000143885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3369942,0.0008149783,0.6184498,0.006164338,0.0002646492,0.0001499399,0.0004455527,0.0001312557,0.03658534],"genre_scores_gemma":[0.9841676,0.0002451968,0.00819566,0.0001274662,0.0000788258,0.00007736165,0.00006434624,0.00001831054,0.007025091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009267032,"threshold_uncertainty_score":0.02319568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772252523130925,"score_gpt":0.4147257697300682,"score_spread":0.2375005174169758,"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."}}