{"id":"W4292823699","doi":"10.1016/j.wss.2022.100103","title":"Reshaping wellbeing in changing care and paid work environments","year":2022,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Care work; Unpaid work; Situated; Scope (computer science); Work (physics); Government (linguistics); Psychological intervention; Public relations; Sociology; Political science; Economic growth; Nursing; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006305761,0.0001562434,0.0002236685,0.0000814495,0.003059607,0.00001264062,0.00007413105,0.00007856337,0.00006040043],"category_scores_gemma":[0.00001691976,0.0001617114,0.00006079003,0.0002961863,0.00007690662,0.00008060401,0.000709946,0.0006166702,0.000004177053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193181,"about_ca_system_score_gemma":0.00002075285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413343,"about_ca_topic_score_gemma":0.00002673906,"domain_scores_codex":[0.9984844,0.0002115792,0.0002160326,0.0003278364,0.0002024729,0.0005576762],"domain_scores_gemma":[0.9995083,0.0001994455,0.00009114159,0.0001308342,0.000007422118,0.0000628417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001659978,0.00001473197,0.7464512,0.0001925417,0.00003657383,0.000007404591,0.2466373,0.00003404841,0.0002827095,0.001489723,0.003517261,0.001319913],"study_design_scores_gemma":[0.001628022,0.00009739534,0.1877741,0.0005050116,0.0000435713,0.000001071906,0.5651115,0.0001750593,0.00002365871,0.0005142079,0.2436617,0.0004647388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983885,0.007183463,0.00004127075,0.003542155,0.000276379,0.0004363664,0.000005780828,0.00005550364,0.004574045],"genre_scores_gemma":[0.9915962,0.001662286,0.0002700775,0.001594166,0.0001392648,0.0001338672,0.00001207902,0.0000286886,0.004563365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5586771,"threshold_uncertainty_score":0.9982383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151464252943577,"score_gpt":0.3110915369521308,"score_spread":0.289576894422695,"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."}}