{"id":"W4387344971","doi":"10.1145/3610184","title":"Cultivating a Team Mindset about Productivity with a Nudge: A Field Study in Hybrid Development Teams","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mindset; Psychological safety; Team effectiveness; Productivity; Team composition; Psychology; Team development; Applied psychology; Knowledge management; Perception; Cohesion (chemistry); Set (abstract data type); Public relations; Social psychology; Computer science; Political science","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":[0.01152176,0.0004855775,0.0005052114,0.001815131,0.00549636,0.002537471,0.001300822,0.00144227,0.001517375],"category_scores_gemma":[0.01754253,0.0006737833,0.0003344357,0.0005960251,0.00409881,0.002258093,0.003219517,0.001914112,0.0002995961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207565,"about_ca_system_score_gemma":0.001290623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206359,"about_ca_topic_score_gemma":0.004195491,"domain_scores_codex":[0.9949291,0.003511953,0.0001858072,0.0005793965,0.0003263261,0.0004674739],"domain_scores_gemma":[0.9763333,0.01463712,0.001860509,0.001576488,0.002027085,0.003565464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001034321,0.01217184,0.124761,0.0002755492,0.000042148,0.001973174,0.8049358,0.0003948214,0.008709894,0.001312759,0.0007383768,0.04365043],"study_design_scores_gemma":[0.000363733,0.01308808,0.1195829,0.0002162165,0.00004833769,0.0008104181,0.8506019,0.001401749,0.00347515,0.001817184,0.008473098,0.000121183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990706,0.00001600543,0.0004707064,0.00005054233,0.000004064579,0.00007392075,0.000007806846,0.000003156505,0.0003031881],"genre_scores_gemma":[0.997721,0.00003673768,0.001393242,0.00008850603,0.00001138227,0.0002022948,0.00001490058,0.000004608546,0.0005271962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01152176,"threshold_uncertainty_score":0.06093359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276041695768365,"score_gpt":0.4426875357999864,"score_spread":0.2150833662231499,"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."}}