{"id":"W4378173008","doi":"10.2196/46114","title":"Teleworking to Support Accommodation, Inclusion, and Health of Aging Workers: Protocol for a Study to Design, Validate, and Test a Reflective Application Guide","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Réseau québécois de recherche sur le vieillissement","keywords":"Inclusion (mineral); Context (archaeology); Accommodation; Work (physics); Population ageing; Protocol (science); Population; Psychology; Nursing; Applied psychology; Medicine; Engineering; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01582775,0.0001526463,0.0003002606,0.0005249755,0.001643269,0.0002021316,0.0005180816,0.0000765176,0.000009376292],"category_scores_gemma":[0.001591015,0.0001456804,0.00002243254,0.002468061,0.0001590421,0.0002461124,0.001324461,0.0002398265,0.00001170684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851438,"about_ca_system_score_gemma":0.0008298627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005841813,"about_ca_topic_score_gemma":0.002161169,"domain_scores_codex":[0.9961379,0.0009290494,0.0004919387,0.0006443237,0.001026716,0.0007701038],"domain_scores_gemma":[0.9967713,0.001522604,0.0001702392,0.0003917204,0.0007915384,0.0003525744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008288135,0.001658645,0.5785053,0.001216636,0.00003395534,0.000003535528,0.20808,0.00004580461,0.002051402,0.0005196299,0.0959613,0.111095],"study_design_scores_gemma":[0.004932743,0.01415935,0.3119206,0.004719357,0.00000321432,0.00000140332,0.08629233,0.0000669232,0.001254988,0.01172143,0.5642395,0.0006881345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001304137,7.168871e-7,0.001712711,0.004863109,0.000002724301,0.9915279,0.000006250418,0.0001474552,0.0004350303],"genre_scores_gemma":[0.01982077,8.913689e-7,0.004489129,0.00009069698,0.0001402823,0.9750158,0.000002866257,0.00003369187,0.000405854],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4682782,"threshold_uncertainty_score":0.9996564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4485770792875073,"score_gpt":0.6406604591483146,"score_spread":0.1920833798608073,"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."}}