{"id":"W4414513010","doi":"10.1332/policypress/9781447373032.001.0001","title":"Vulnerabilities in Paid Care Work","year":2025,"lang":"en","type":"book","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; Context (archaeology); Psychological intervention; Active listening; Unpaid work; Paid work; Work (physics); Qualitative research","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":[0.0002486792,0.000491209,0.0008331236,0.0004387151,0.0005900819,0.00001584164,0.000415892,0.0007464628,0.00005797582],"category_scores_gemma":[0.0002417722,0.0004478276,0.0001785229,0.00003851658,0.0001763155,0.00002905258,0.0007472699,0.001671076,0.00005348469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009440401,"about_ca_system_score_gemma":0.001818837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007124477,"about_ca_topic_score_gemma":0.002661912,"domain_scores_codex":[0.9970489,0.0004922599,0.000798394,0.0005117401,0.0002867364,0.000861928],"domain_scores_gemma":[0.9977981,0.0009824974,0.0002450703,0.0006885139,0.0001887569,0.00009701404],"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":[0.00007689069,0.00001196453,0.005313018,0.003926939,0.0001286487,0.00001038602,0.04677567,0.000001439091,1.757028e-7,0.2623095,0.674623,0.006822385],"study_design_scores_gemma":[0.0005536948,0.00002852881,0.0008612596,0.0031423,0.00004989679,7.024571e-8,0.0008029356,1.360284e-7,0.000004098655,0.01680883,0.9773877,0.0003606066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008423389,0.004689076,0.00000130626,0.00071833,0.0008193726,0.001645591,0.000235029,0.0002352626,0.9915718],"genre_scores_gemma":[0.001172299,0.0002169035,0.00001758066,0.00164639,0.002066231,0.001340462,0.00009610415,0.0000744359,0.9933696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3027647,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08327014146965259,"score_gpt":0.4223769776098785,"score_spread":0.3391068361402259,"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."}}