{"id":"W4378216813","doi":"10.2196/preprints.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 (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"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":"","keywords":"Inclusion (mineral); Accommodation; Context (archaeology); Work (physics); Protocol (science); Population; Population ageing; Psychology; Public relations; Medicine; Engineering; Political science; Social psychology; Environmental health; Geography","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":[0.05252028,0.001898379,0.002024743,0.002249609,0.004338308,0.00316754,0.002864221,0.004958646,0.05868243],"category_scores_gemma":[0.06262469,0.002194157,0.002672323,0.001704199,0.002839335,0.003196431,0.002983283,0.006741886,0.0189717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006264082,"about_ca_system_score_gemma":0.03287613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279762,"about_ca_topic_score_gemma":0.004700183,"domain_scores_codex":[0.9713762,0.01836658,0.004992897,0.001421384,0.002597521,0.001245321],"domain_scores_gemma":[0.946348,0.02066329,0.004789862,0.007161135,0.01792718,0.003110623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0275587,0.02527935,0.003998759,0.05677639,0.000398594,0.00263934,0.03843392,0.004574854,0.01244436,0.03159362,0.3577268,0.4385754],"study_design_scores_gemma":[0.03679366,0.01775503,0.01818878,0.03639106,0.0002706019,0.00087268,0.01717171,0.002791543,0.00945089,0.0125406,0.8471963,0.0005771216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001812955,0.0001119674,0.005812056,0.0005453919,0.0003217103,0.9880205,0.001174921,0.0001099346,0.002090595],"genre_scores_gemma":[0.0008124328,0.0000810902,0.006463342,0.0002309503,0.00002391774,0.9914387,0.0001736211,0.00000686977,0.0007690815],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05868243,"threshold_uncertainty_score":0.2777571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4385389930632452,"score_gpt":0.563234544198119,"score_spread":0.1246955511348738,"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."}}