{"id":"W4377985539","doi":"10.56687/9781447366188-009","title":"Staff perspectives on families’ unpaid work in care homes","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Care work; Unpaid work; Work (physics); Paid work; Sociology; Nursing; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001710891,0.0006147662,0.0008193355,0.000736473,0.0005703879,0.00001534005,0.0003430433,0.0006344205,0.00006961328],"category_scores_gemma":[0.000127774,0.0005494472,0.0002144144,0.0000371568,0.0002170202,0.000029883,0.0005632738,0.001521481,0.0003434086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006193816,"about_ca_system_score_gemma":0.0003152348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552658,"about_ca_topic_score_gemma":0.001847727,"domain_scores_codex":[0.9972017,0.0001662049,0.0006219255,0.0007051772,0.0004479894,0.0008569457],"domain_scores_gemma":[0.998134,0.0005800118,0.0002915587,0.0006740724,0.0001856016,0.0001348101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001498895,0.00001412826,0.000396445,0.0005593448,0.0001684179,0.00002808905,0.1306621,0.000002949044,5.009492e-7,0.8410258,0.02306441,0.003927869],"study_design_scores_gemma":[0.0009351715,0.0001685132,0.001748654,0.002926592,0.00006359923,1.546912e-7,0.02692031,2.759074e-7,0.000004537931,0.01027015,0.9562495,0.0007125267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005557578,0.002224866,6.073382e-7,0.0008660298,0.0006028443,0.001460676,0.0003165791,0.0004663368,0.9935063],"genre_scores_gemma":[0.00985304,0.001989075,0.00001205298,0.0003481181,0.001681766,0.0004711022,0.00005384055,0.0002365377,0.9853545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9331851,"threshold_uncertainty_score":0.9996957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101428651921772,"score_gpt":0.4055264885638735,"score_spread":0.3040978366421015,"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."}}