{"id":"W2285002306","doi":"10.2139/ssrn.2736563","title":"From Catching Up to Forging Ahead in Advanced Manufacturing Reflections on China's Future of Jobs","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Asian Industrial and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Forging; China; Manufacturing engineering; Engineering; Political science; Mechanical engineering; Law","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":[0.002222805,0.0003055341,0.0002924237,0.0007730176,0.008469852,0.007455903,0.0008408537,0.004546002,0.008836498],"category_scores_gemma":[0.00169212,0.0002158796,0.0004043726,0.001458889,0.009848759,0.005809914,0.003621921,0.007154634,0.0004896246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009138594,"about_ca_system_score_gemma":0.0146038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08560929,"about_ca_topic_score_gemma":0.1938909,"domain_scores_codex":[0.9986187,0.0002600781,0.00003414461,0.0001025406,0.0002323893,0.0007520828],"domain_scores_gemma":[0.9986149,0.0004280539,0.0001080811,0.00005833907,0.0002001746,0.0005904157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001496736,0.0000960566,0.01042743,0.000210699,0.0000253804,0.001231056,0.09755555,0.0005813348,0.0008901508,0.7025856,0.1421813,0.04406586],"study_design_scores_gemma":[0.00003765283,0.0001120779,0.02899478,0.0004811933,0.00001809931,0.0001790818,0.1024269,0.0004455292,0.0004333031,0.1135091,0.7532625,0.00009973224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1688469,0.02039665,0.0006068935,0.6438652,0.003468294,0.00002683497,0.0001026149,0.00002012543,0.1626664],"genre_scores_gemma":[0.8428432,0.009012272,0.0002983684,0.06103291,0.001949566,0.00002690576,0.00004126909,0.00002377656,0.08477177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08560929,"threshold_uncertainty_score":0.170222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814160819220611,"score_gpt":0.3042111024404339,"score_spread":0.2860694942482278,"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."}}