{"id":"W4413581893","doi":"10.64628/aam.ktju6gufy","title":"How businesses can best help employees disconnect from work","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Work (physics); Business; Knowledge management; Marketing; Industrial organization; Public relations; Computer science; Engineering; Political science","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":[0.005240964,0.0003146065,0.0004073251,0.0007008824,0.005723231,0.01494249,0.0007189278,0.005053962,0.03103491],"category_scores_gemma":[0.01438942,0.0002916875,0.0003149843,0.001139753,0.00488448,0.0108579,0.00464724,0.004387524,0.008348374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156653,"about_ca_system_score_gemma":0.0070904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006412702,"about_ca_topic_score_gemma":0.01293732,"domain_scores_codex":[0.9964851,0.002026692,0.00007317815,0.0001959714,0.0006784322,0.0005405864],"domain_scores_gemma":[0.99378,0.002820228,0.0002699035,0.0005605004,0.0008288084,0.001740581],"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":[0.0001089815,0.000437182,0.005318361,0.000345709,0.00004149852,0.0003711341,0.02977575,0.0004413798,0.0005603614,0.3523934,0.440421,0.1697852],"study_design_scores_gemma":[0.00004480763,0.00003048536,0.004138232,0.0005410641,0.00002957784,0.000201337,0.07914332,0.0005906814,0.0005136419,0.439028,0.4757051,0.00003376775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04293782,0.004900589,0.008866448,0.4079013,0.004832487,0.00004276237,0.0001947408,0.0003993537,0.5299246],"genre_scores_gemma":[0.7079923,0.005735403,0.01174538,0.03527901,0.001023019,0.0001592089,0.0003656429,0.0005982649,0.2371019],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03103491,"threshold_uncertainty_score":0.1038221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030893767170958,"score_gpt":0.3904931486350524,"score_spread":0.2874037719179565,"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."}}