{"id":"W4410031742","doi":"10.61959/esnt2797e","title":"Policy Brief: Care/Work Policies for Managing Routine and Unpredictable Caregiving","year":2025,"lang":"en","type":"report","venue":"","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Care work; Psychology; Nursing; Business; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008978205,0.0007345274,0.000350461,0.002690619,0.007171501,0.005905482,0.003418887,0.006469334,0.01975999],"category_scores_gemma":[0.01974049,0.0008103827,0.0006127497,0.002781812,0.001407406,0.001797584,0.001495772,0.00493029,0.002590682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07148212,"about_ca_system_score_gemma":0.3380216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9640968,"about_ca_topic_score_gemma":0.9788384,"domain_scores_codex":[0.9894412,0.001056743,0.0004660002,0.0002963886,0.004804629,0.003935019],"domain_scores_gemma":[0.9781376,0.004764686,0.001118913,0.0006592285,0.01111265,0.004206893],"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":[0.00004225964,0.0001792758,0.005966244,0.0002997227,0.000009021474,0.0003064614,0.001804856,0.001308511,0.0005830498,0.04116877,0.9145328,0.03379904],"study_design_scores_gemma":[0.00005336665,0.00004436352,0.02915089,0.0005999419,0.00001945918,0.00009271564,0.004909267,0.0008309617,0.0004703175,0.001634744,0.9621192,0.00007471997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04201188,0.008915965,0.005394015,0.3820622,0.00581165,0.006034176,0.03625578,0.001257321,0.512257],"genre_scores_gemma":[0.1869536,0.01893747,0.02535327,0.1272832,0.001930234,0.004217715,0.02259226,0.0002864618,0.6124458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9640968,"threshold_uncertainty_score":0.5186415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771100462616707,"score_gpt":0.3308575830735659,"score_spread":0.3131465784473989,"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."}}