{"id":"W4407984431","doi":"10.1016/j.chbr.2025.100618","title":"You’ve got mail – whether you want it or not: An emic investigation into how email use can be managed","year":2025,"lang":"en","type":"article","venue":"Computers in Human Behavior Reports","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Mitacs","keywords":"Emic and etic; Psychology; Sociology; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006417221,0.0001422568,0.0001896373,0.001281689,0.004880688,0.00426225,0.0008438943,0.001423581,0.002018278],"category_scores_gemma":[0.01285023,0.0002812044,0.0001559608,0.001393918,0.003577463,0.003902178,0.00196155,0.001491914,0.0003951937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862089,"about_ca_system_score_gemma":0.001989528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229941,"about_ca_topic_score_gemma":0.006778677,"domain_scores_codex":[0.9957181,0.00308622,0.0001372298,0.0001643833,0.000388737,0.0005054026],"domain_scores_gemma":[0.9885136,0.008502532,0.00126386,0.000368078,0.0007860691,0.0005658317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004702574,0.000260998,0.03926979,0.0001447472,0.000008422629,0.001373561,0.9227026,0.00005331099,0.0009860066,0.005797907,0.001576637,0.02777898],"study_design_scores_gemma":[0.000004250714,0.000100052,0.02132023,0.0001363688,0.000006499781,0.0004894614,0.9598332,0.000170026,0.0002941075,0.0009879012,0.01664587,0.00001213631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867894,0.0003271541,0.0006951264,0.002062629,0.00001797831,0.00002661008,0.00002064308,0.000009453875,0.01005091],"genre_scores_gemma":[0.9957132,0.0004250476,0.0004516952,0.0007486888,0.00002028667,0.0000241541,0.00001050431,0.000008198682,0.002598143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006417221,"threshold_uncertainty_score":0.03393787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2842276433772887,"score_gpt":0.4252603370010353,"score_spread":0.1410326936237466,"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."}}