{"id":"W2602338122","doi":"10.24251/hicss.2017.682","title":"Linking User Age and Stress in the Interruption Era: The Role of Computer Experience","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Technostress; Affect (linguistics); Workforce; Psychology; Computer science; Internet privacy; Applied psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.00451099,0.0006004338,0.0007207677,0.0005636048,0.001689017,0.001184259,0.01505406,0.000294305,0.00005746208],"category_scores_gemma":[0.0001770907,0.0003162057,0.0003178967,0.0007675727,0.004988645,0.001946483,0.002298893,0.0009393618,0.00001298972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252114,"about_ca_system_score_gemma":0.0002051432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000845069,"about_ca_topic_score_gemma":0.0000562551,"domain_scores_codex":[0.9925207,0.000113777,0.001624903,0.00127922,0.003772566,0.0006888205],"domain_scores_gemma":[0.9921455,0.00039616,0.003806831,0.0005468534,0.002998965,0.0001056956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001606987,0.0001651291,0.0650846,0.0001208502,0.0000642942,0.000001848939,0.01480496,0.00001868902,0.001011607,0.9164974,0.0003155485,0.001754354],"study_design_scores_gemma":[0.0006333572,0.0005071789,0.06409391,0.007193364,0.00003564449,0.0001212951,0.9195037,0.0005818262,0.001790197,0.004671342,0.0004453528,0.0004228105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4256533,0.00004348456,0.00001001602,0.004700929,0.002775239,0.0008253466,0.0003288033,0.00004982908,0.5656131],"genre_scores_gemma":[0.9983537,0.00002175002,0.0002313902,0.000145821,0.000379568,0.0001828849,0.000002726162,0.00002432691,0.0006578558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9118261,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06167759517546062,"score_gpt":0.361692469216353,"score_spread":0.3000148740408924,"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."}}