{"id":"W3192600562","doi":"","title":"Challenges and Threats of Mass Telecommuting: A Qualitative Study of Workers","year":2021,"lang":"en","type":"article","venue":"Symposium On Usable Privacy and Security","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Telecommuting; Computer science; Qualitative research; Business; Data science; Engineering; Sociology; Work (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007734079,0.00008239687,0.0002251139,0.00003710512,0.0001525099,0.00003310583,0.00009030462,0.00005881734,0.00001321887],"category_scores_gemma":[0.00006486329,0.00008077917,0.00002969742,0.000116283,0.0001607594,0.0003258262,0.00003831524,0.00008706343,8.280619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453706,"about_ca_system_score_gemma":0.00005671269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001400197,"about_ca_topic_score_gemma":0.0005946613,"domain_scores_codex":[0.9989716,0.0003122066,0.0002432121,0.0001776827,0.0001506833,0.0001445839],"domain_scores_gemma":[0.999311,0.0003074019,0.000105697,0.0001342842,0.00007953587,0.00006202157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007755693,0.0005517825,0.00397143,0.0001378602,0.00006692913,0.00000172452,0.8950528,0.000004968879,0.00004487584,0.08777928,0.00000887714,0.01230192],"study_design_scores_gemma":[0.001148227,0.0005967719,0.003105012,0.0001683984,0.00003716904,8.944487e-7,0.8876248,0.00003221381,0.001829125,0.103999,0.001255208,0.0002031478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674627,0.001205383,0.000007569169,0.001478423,0.00003937059,0.0001954025,0.000005264422,0.00001157424,0.1295943],"genre_scores_gemma":[0.9967215,0.003076275,0.00005572724,0.00002021826,0.00001308033,0.000006982383,0.000002340261,0.000003451592,0.0001004462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294939,"threshold_uncertainty_score":0.3294079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149441111935973,"score_gpt":0.3366978351545397,"score_spread":0.28520342403518,"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."}}