{"id":"W2115362545","doi":"","title":"Help or Hindrance: Temporary Help Agencies and the United States Transitory Workforce","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Earnings; Workforce; Employability; Agency (philosophy); Labour economics; Work (physics); Matching (statistics); Business; Propensity score matching; Demographic economics; Wage; Economics; Finance; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007003167,0.0003028976,0.0005260065,0.0002645603,0.0009410136,0.0004504909,0.001026071,0.0005369288,0.00021902],"category_scores_gemma":[0.0007782063,0.0002251752,0.0001631281,0.0002471974,0.004444835,0.0001515906,0.0005669292,0.001974263,0.000006576996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007640393,"about_ca_system_score_gemma":0.001319721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007706843,"about_ca_topic_score_gemma":0.01844101,"domain_scores_codex":[0.9958295,0.001288321,0.0006234202,0.0007980583,0.0005835169,0.0008771916],"domain_scores_gemma":[0.9969922,0.001559013,0.0001746836,0.0008511232,0.0001471095,0.0002759144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004715696,0.0009792902,0.2129906,0.002012741,0.0006605615,0.0001111001,0.3298338,0.009873025,0.0001244926,0.01712416,0.003143495,0.418431],"study_design_scores_gemma":[0.004379303,0.0002804698,0.0148592,0.0009069385,0.00006722103,0.000005162834,0.2772939,0.00714904,0.0001682476,0.03984314,0.6532605,0.001786844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304543,0.000415235,0.000002149181,0.004255811,0.0008196727,0.001774772,0.00004426394,0.00005978577,0.06217403],"genre_scores_gemma":[0.9077581,0.08023562,0.0001139836,0.0002973733,0.0007126192,0.0004453528,0.00008445278,0.00005320951,0.01029926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.650117,"threshold_uncertainty_score":0.9994699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809921660336507,"score_gpt":0.4168178008951555,"score_spread":0.2358256348615048,"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."}}