{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01936782,0.0008309916,0.0009791026,0.002236236,0.02968703,0.01020583,0.003120069,0.005809075,0.004469874],"category_scores_gemma":[0.04131561,0.001141544,0.0004749698,0.001967424,0.01668918,0.008017726,0.01191119,0.009601858,0.0006421932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007704107,"about_ca_system_score_gemma":0.0117465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0200116,"about_ca_topic_score_gemma":0.02488735,"domain_scores_codex":[0.9802097,0.01377846,0.0005048716,0.000823884,0.001185714,0.003497339],"domain_scores_gemma":[0.9455011,0.04062524,0.003737969,0.001021636,0.003716712,0.005397279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001497551,0.00003088257,0.001626886,0.00002812533,0.000001586446,0.0002145182,0.9966317,0.000008489361,0.0001289934,0.000425081,0.0001824756,0.0007063756],"study_design_scores_gemma":[0.000001212325,0.00001534494,0.0003703427,0.00003018104,9.188869e-7,0.00003069871,0.9983761,0.00001196396,0.00003230445,0.0000722725,0.001055238,0.000003428376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985092,0.0003290658,0.001120319,0.006618742,0.0001054077,0.0001630948,0.00007787487,0.00001715371,0.006476333],"genre_scores_gemma":[0.9944842,0.0003412472,0.0003007547,0.001727605,0.00003263738,0.0001732079,0.00002613764,0.00003144936,0.002882821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02968703,"threshold_uncertainty_score":0.1024281,"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."}}