{"id":"W4416005942","doi":"10.5465/amproc.2025.312bp","title":"Working in the “New Normal”: A Daily Study of Hybrid Work and Need Fulfillment","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Autonomy; Work (physics); Activities of daily living; Social relation; Mode (computer interface); Working hours; Paid work; Social activity","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":[0.001377246,0.00019917,0.0003674869,0.0007960921,0.001094016,0.001507348,0.0003463542,0.0003826961,0.001007263],"category_scores_gemma":[0.00411203,0.0002613799,0.0002561666,0.000377406,0.0008635696,0.0009183997,0.00147847,0.0006165104,0.0001843379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988818,"about_ca_system_score_gemma":0.0002986131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729511,"about_ca_topic_score_gemma":0.00439184,"domain_scores_codex":[0.9992285,0.0003724687,0.00005852163,0.0001214957,0.0001321308,0.00008700974],"domain_scores_gemma":[0.9971321,0.0009162112,0.0007171364,0.0003380069,0.0002394688,0.0006570874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005361318,0.001136971,0.841945,0.0001685119,0.0001591688,0.0004067977,0.1101338,0.0002017355,0.006536607,0.0007541266,0.0005312088,0.03749],"study_design_scores_gemma":[0.00001389074,0.0005065294,0.9363132,0.00002750664,0.00002302102,0.000236799,0.05980395,0.0003737531,0.0003446079,0.0005298906,0.001790788,0.00003608727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993976,0.00004775178,0.0001777718,0.00002316547,0.000003895931,0.00000714234,0.00001499374,0.000001696184,0.0003259963],"genre_scores_gemma":[0.999455,0.00004223116,0.0002430375,0.00002271798,0.000005409926,0.00001366564,0.0000296885,0.000001815471,0.000186517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001729511,"threshold_uncertainty_score":0.007283628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826754648163336,"score_gpt":0.298078801566008,"score_spread":0.2698112550843746,"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."}}