{"id":"W3200038958","doi":"10.17705/1jais.00699","title":"When are Social Network Sites Connections with Coworkers Beneficial? The Roles of Age Difference and Preferences for Segmentation between Work and Life","year":2021,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Closeness; Respondent; Friendship; Social psychology; Psychology","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":[0.0005432229,0.00007287961,0.0001853789,0.00005946201,0.0004431076,0.00039202,0.00007449156,0.0000586847,0.00000225239],"category_scores_gemma":[0.0003790838,0.00004431539,0.00005263494,0.0002441904,0.00002046946,0.0007914474,0.00002575906,0.00006935059,4.43015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005209398,"about_ca_system_score_gemma":0.00004338411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043663,"about_ca_topic_score_gemma":0.00008098436,"domain_scores_codex":[0.9991012,0.00002980975,0.0004551632,0.00004386315,0.000286482,0.00008349335],"domain_scores_gemma":[0.9967716,0.000301054,0.001854576,0.00004079225,0.001022359,0.000009632173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003899391,0.00000676176,0.9900088,0.00009350498,0.0001065592,1.900794e-8,0.000884233,0.0006612217,0.00001560112,0.005115968,0.002520123,0.0005481623],"study_design_scores_gemma":[0.000756164,0.00001407371,0.9821855,0.00009214837,0.0002473837,9.211867e-7,0.00790992,0.00008018381,0.00002683375,0.0007829056,0.007831983,0.00007198781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929522,0.0001296116,0.002772012,0.003035707,0.0004266007,0.0005223207,0.00004918813,0.00001160936,0.0001007126],"genre_scores_gemma":[0.9989641,0.000007400137,0.0001025348,0.0002258509,0.0005604376,0.00001659138,0.00004110835,0.00000540208,0.00007656382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007823357,"threshold_uncertainty_score":0.3780257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170708791237527,"score_gpt":0.2290587141198647,"score_spread":0.2073516262074894,"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."}}