{"id":"W4412483703","doi":"10.4018/979-8-3373-0375-8.ch001","title":"Designing Successful Virtual Team Experiences","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Psychology; Human–computer interaction","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000129883,0.0003158616,0.0003329889,0.0001926107,0.0001179263,0.00005082241,0.0004260265,0.0004445654,0.02470492],"category_scores_gemma":[0.000004868682,0.0002783517,0.0001255884,0.00003240451,0.0001262206,0.00006383252,0.00009806865,0.0004095477,0.0009440363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003726627,"about_ca_system_score_gemma":0.00007965697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009458987,"about_ca_topic_score_gemma":0.00004897547,"domain_scores_codex":[0.9987133,0.00001390743,0.0003259851,0.0004825392,0.000180544,0.0002837512],"domain_scores_gemma":[0.999193,0.0001048086,0.0001319268,0.0004576811,0.00004493585,0.00006772306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003614599,0.00001922239,0.0002717459,0.00001576819,0.0001166846,0.00002110532,0.00545676,0.00000242983,0.00000297742,0.8754678,0.07968336,0.03890596],"study_design_scores_gemma":[0.000328347,0.0002685365,0.00008273072,0.0001768627,0.00004871413,0.00001713197,0.00495419,0.0002001321,0.00001989318,0.003089622,0.9900808,0.000733063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007755643,0.0004698958,0.003013734,0.00005654008,0.002353179,0.0001804314,0.0000182425,0.0001444422,0.992988],"genre_scores_gemma":[0.04132101,0.00006824057,0.0004264716,0.0004343872,0.0002709808,0.00005585658,0.00002910822,0.00003328919,0.9573607],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9103974,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781324238472856,"score_gpt":0.2894183248603545,"score_spread":0.2716050824756259,"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."}}