{"id":"W4403387247","doi":"10.1152/japplphysiol.00725.2024","title":"Is it too hard? Promoting equitable work-life balance","year":2024,"lang":"en","type":"letter","venue":"Journal of Applied Physiology","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Work–life balance; Balance (ability); Work (physics); Medicine; Physical medicine and rehabilitation; Physics; Thermodynamics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001421383,0.0004499771,0.001236737,0.0002420807,0.0003050194,0.0001660318,0.001329174,0.001331734,0.0010716],"category_scores_gemma":[0.0001392402,0.0003914802,0.000414237,0.0005091929,0.0004719977,0.0001658575,0.0002614292,0.004074853,0.0006259257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339011,"about_ca_system_score_gemma":0.0009248205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002176652,"about_ca_topic_score_gemma":0.000006696231,"domain_scores_codex":[0.996082,0.0002230899,0.000938119,0.0005857823,0.000918598,0.001252413],"domain_scores_gemma":[0.9973806,0.0005417497,0.001218958,0.0004025497,0.0002672586,0.0001888403],"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":[0.0000625856,0.00003031598,0.00004561157,0.0002077998,0.0002605025,0.00007287098,0.008632908,0.00001148276,0.0009475023,0.0002239291,0.9891595,0.0003449818],"study_design_scores_gemma":[0.0002589018,0.00006233325,0.0005242124,0.0004225866,0.0001132624,0.000007431661,0.001730097,0.000001899666,0.00004889958,0.00815367,0.9882863,0.0003903901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02049846,0.003902388,0.00001139423,0.8825062,0.004942375,0.0004932704,0.00002902036,0.0001075763,0.08750931],"genre_scores_gemma":[0.09418695,0.003893673,0.001007474,0.8251354,0.05719556,0.00006728179,0.00003213517,0.0001957248,0.01828586],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0736885,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814640562217686,"score_gpt":0.3115500454528279,"score_spread":0.263403639830651,"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."}}