{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742066,0.0001761254,0.0002394494,0.00061157,0.000236223,0.0003361689,0.001417695,0.00002737941,0.00003285084],"category_scores_gemma":[0.0008213481,0.0001084747,0.00006660224,0.0010218,0.00002742709,0.001141823,0.000805944,0.0002818879,0.00007303995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109877,"about_ca_system_score_gemma":0.00002372212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003688838,"about_ca_topic_score_gemma":0.00003503174,"domain_scores_codex":[0.9975817,0.00002427353,0.0006521876,0.0004301542,0.001095171,0.0002164933],"domain_scores_gemma":[0.998482,0.0002235769,0.0005539205,0.0003818772,0.0003256905,0.00003285775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003173501,0.001107542,0.7457019,0.00006604335,0.00007621886,0.000003758208,0.0372403,0.0003049985,0.002744167,0.0001138243,0.09993052,0.1123934],"study_design_scores_gemma":[0.001075154,0.0006630953,0.9521535,0.000285087,0.00001816378,0.000009245538,0.01192864,0.003507182,0.02466296,0.0005947467,0.004801046,0.0003011807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965305,5.729361e-7,0.00004205099,0.001107272,0.0002809293,0.0007189859,0.000001097542,0.0000686795,0.001249934],"genre_scores_gemma":[0.9974988,1.986093e-7,0.0009320682,0.0002231873,0.00008656819,0.00009804873,0.000002131821,0.0000097531,0.0011493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064516,"threshold_uncertainty_score":0.4423469,"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."}}