{"id":"W2518166369","doi":"","title":"Further Evidence on the Contribution of Services Outsourcing to the Decline in Manufacturing’s Employment Share in Canada","year":2016,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Liberian dollar; Business; Labour economics; Census; Manufacturing; Manufacturing sector; Survey data collection; Economics; Work (physics); Demographic economics; Finance; Engineering; Marketing","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":[0.001431914,0.000314836,0.0004682285,0.003165123,0.003627292,0.002297279,0.001263655,0.0005574283,0.007287553],"category_scores_gemma":[0.006729845,0.0002495162,0.0007752717,0.007431935,0.001364936,0.0008027615,0.001821889,0.001499814,0.0003778985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04042004,"about_ca_system_score_gemma":0.05829899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970405,"about_ca_topic_score_gemma":0.9980713,"domain_scores_codex":[0.9979505,0.00009220241,0.00006575542,0.0001566464,0.0008877905,0.0008470977],"domain_scores_gemma":[0.9942,0.0005711227,0.0007714757,0.0001811395,0.003303868,0.0009724477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238422,0.00004798658,0.9153177,0.0002692403,0.0001517047,0.0007769784,0.006516654,0.001798709,0.000737932,0.007946707,0.0150199,0.05117816],"study_design_scores_gemma":[0.00000581522,0.00001033795,0.9828002,0.00009382184,0.00002790363,0.00005189588,0.003759198,0.0007715127,0.0001831244,0.0003103892,0.01196941,0.00001629014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92088,0.00572596,0.0005937025,0.01905147,0.0001040376,0.00004259215,0.00887956,0.00006036063,0.04466232],"genre_scores_gemma":[0.9900186,0.001971627,0.0002176592,0.000554494,0.00003350615,0.000005278957,0.001910742,0.00001831861,0.005269778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04042004,"threshold_uncertainty_score":0.2932693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652581636482196,"score_gpt":0.3993558674483271,"score_spread":0.3228300510835052,"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."}}