{"id":"W3123043886","doi":"10.1002/hec.1502","title":"Dynamics of work limitation and work in Australia","year":2009,"lang":"en","type":"article","venue":"Health Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Australian Research Council; Department of Families, Housing, Community Services and Indigenous Affairs","keywords":"Work (physics); Panel Study of Income Dynamics; British Household Panel Survey; Demographic economics; Working population; Economics; Dynamics (music); Panel data; Panel survey; Labour economics; Australian population; Population; Paid work; Econometrics; Sociology; Working hours; Demography; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149211,0.0001154578,0.0003457938,0.001157528,0.000643842,0.001221928,0.0004579528,0.0006208417,0.001858812],"category_scores_gemma":[0.007008443,0.0002693376,0.0002833285,0.00155213,0.0007689683,0.0009821595,0.002092933,0.0007860168,0.0001530636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001946004,"about_ca_system_score_gemma":0.001710495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1186134,"about_ca_topic_score_gemma":0.1078428,"domain_scores_codex":[0.9990708,0.0003204098,0.00006960842,0.0001223203,0.0002438705,0.0001729515],"domain_scores_gemma":[0.9971617,0.0006144104,0.001271442,0.0001721551,0.0003475769,0.0004326526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004497536,0.0001143909,0.9675282,0.00005357341,0.00007126732,0.0004999342,0.005833775,0.001894335,0.0004414195,0.00262184,0.0006260335,0.02027014],"study_design_scores_gemma":[0.00000187882,0.00002534533,0.9949709,0.0000250244,0.000005969294,0.0001110731,0.001249388,0.001638765,0.00001469579,0.0008478623,0.001101156,0.000007840506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956579,0.0005727817,0.0002892431,0.001138248,0.000006408296,0.00001425857,0.0002211748,0.000002881748,0.002097192],"genre_scores_gemma":[0.9987605,0.0003560622,0.0000891177,0.00004830776,0.000006136315,0.00001043703,0.00008835043,0.000001323643,0.0006396996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1186134,"threshold_uncertainty_score":0.235846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766262923343686,"score_gpt":0.4469015645762614,"score_spread":0.1702752722418928,"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."}}