{"id":"W7032996723","doi":"","title":"Outsourcing Family: Consumers, Culture, and Marketplaces for Care & Intimacy","year":2013,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Strong","keywords":"Outsourcing; Consumption (sociology); Phenomenon; Qualitative research; Elderly care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001240671,0.0003329478,0.0003138457,0.000268273,0.0002094089,0.0003274498,0.0002995097,0.0002079697,0.0000172203],"category_scores_gemma":[0.0000289974,0.000361642,0.0001060494,0.0002064449,0.00008308387,0.001258663,0.0001294987,0.0003575977,0.0001887003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009555786,"about_ca_system_score_gemma":0.00002091087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008824372,"about_ca_topic_score_gemma":0.0005716537,"domain_scores_codex":[0.9987229,0.00008363422,0.0001731524,0.0003838975,0.0001653459,0.0004710668],"domain_scores_gemma":[0.9991,0.000140506,0.0000555549,0.0003185873,0.000136747,0.0002486445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003105342,0.00001295972,0.9906611,0.0004484868,0.0001207939,0.00002170423,0.001267462,0.0001489402,0.003090885,0.00002107763,0.00001841413,0.004157079],"study_design_scores_gemma":[0.001727458,0.00009122033,0.9688765,0.0002669638,0.0001383978,0.0000202875,0.001496483,0.00001468289,0.001588257,0.00007320062,0.02500038,0.0007062015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943733,0.001270883,0.002046028,0.00002240083,0.0002504997,0.0006548082,0.00003739513,0.0004027128,0.0009419326],"genre_scores_gemma":[0.9962751,0.0001939021,0.0003317387,0.0001039008,0.00005803801,0.000007238486,0.00005287395,0.00006367447,0.002913575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498197,"threshold_uncertainty_score":0.9998835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395423934218817,"score_gpt":0.2732032600539952,"score_spread":0.229249020711807,"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."}}