{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007901237,0.0007835925,0.0009394322,0.002389992,0.03921608,0.01373964,0.002898929,0.006119114,0.01646025],"category_scores_gemma":[0.01297769,0.0008718714,0.0009598104,0.002563997,0.03392451,0.009964312,0.0379961,0.008865057,0.001376036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009870092,"about_ca_system_score_gemma":0.01257657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180235,"about_ca_topic_score_gemma":0.01798006,"domain_scores_codex":[0.9803855,0.007246385,0.0008075043,0.001435006,0.00371302,0.00641258],"domain_scores_gemma":[0.9917731,0.00323136,0.001351099,0.0005498566,0.0007115992,0.002382937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004782791,0.0001128996,0.01048055,0.0002702626,0.00003038909,0.004882917,0.8236307,0.0001330336,0.0002214858,0.1198431,0.01696621,0.02338062],"study_design_scores_gemma":[0.0000142116,0.00006737475,0.005113534,0.001269865,0.00001483622,0.004993866,0.8151911,0.0001004795,0.00009214922,0.02639634,0.1466864,0.00005982521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5748637,0.01956882,0.004336683,0.1357025,0.003208803,0.0003080498,0.0002356668,0.0001261319,0.2616496],"genre_scores_gemma":[0.9598696,0.005613754,0.000779497,0.01046178,0.0003654411,0.0002551932,0.00006850816,0.00006641279,0.02251977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03921608,"threshold_uncertainty_score":0.07161289,"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."}}