{"id":"W4416000607","doi":"10.5465/amproc.2025.13914symposium","title":"Remote Work &amp; _____?","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Work (physics); Organizational communication; Industrial sociology; Social work; Working life","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":[0.0008049107,0.0003690654,0.0002519788,0.0004846917,0.004539197,0.005692292,0.0006672223,0.001457767,0.2470518],"category_scores_gemma":[0.002005768,0.0002008806,0.0003753849,0.0008651221,0.002581846,0.004733243,0.005011271,0.001651565,0.08157098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301875,"about_ca_system_score_gemma":0.001364509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004199652,"about_ca_topic_score_gemma":0.007663691,"domain_scores_codex":[0.9990367,0.0003109893,0.00003620835,0.0001776492,0.0002524442,0.0001860893],"domain_scores_gemma":[0.9988275,0.000199206,0.0001083435,0.0002089639,0.0002279426,0.000428092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008228353,0.00009660297,0.003257844,0.0003245061,0.000009645792,0.0007028211,0.01187235,0.0001102377,0.0008159319,0.0773629,0.5517085,0.3536563],"study_design_scores_gemma":[0.000003281588,0.00001502804,0.001439292,0.0001015207,0.000001120637,0.0001713186,0.005627274,0.00002839186,0.0000872251,0.003385597,0.9891332,0.000006753575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008816264,0.004996752,0.00213336,0.02969768,0.006893779,0.00005349316,0.000247759,0.0002934116,0.9468675],"genre_scores_gemma":[0.1089466,0.00486092,0.001995503,0.006527106,0.001975405,0.00008106556,0.0002549383,0.0003247201,0.8750338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2470518,"threshold_uncertainty_score":0.8264708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504983299037976,"score_gpt":0.3293876413699386,"score_spread":0.2943378083795589,"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."}}