{"id":"W2507376744","doi":"10.2139/ssrn.2820433","title":"Advanced Manufacturing and China's Future for Jobs","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"China; Business; Manufacturing engineering; Industrial organization; Engineering; Political science; 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":[0.0004367459,0.000212449,0.0002056571,0.0007140365,0.001567617,0.002754182,0.0002745091,0.001262386,0.01149732],"category_scores_gemma":[0.0006655513,0.00007843235,0.0002864272,0.001507703,0.0008166431,0.001412192,0.0007917201,0.00121612,0.0004572852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004048914,"about_ca_system_score_gemma":0.008202789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08611944,"about_ca_topic_score_gemma":0.2277847,"domain_scores_codex":[0.9997304,0.00002679813,0.000008179735,0.00002670429,0.00005692734,0.0001509195],"domain_scores_gemma":[0.9994869,0.00006097283,0.0001206523,0.00002087396,0.00008554438,0.0002249042],"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":[0.0003777723,0.0001270424,0.2208727,0.0004563436,0.0001138045,0.001818633,0.004905861,0.004140061,0.001371896,0.5925864,0.08976088,0.08346865],"study_design_scores_gemma":[0.00009175168,0.0002277033,0.5171212,0.0003350655,0.000105654,0.0003632454,0.01097482,0.006769049,0.0006995143,0.1248374,0.3383867,0.00008784931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737667,0.02290756,0.000735978,0.1445563,0.00102587,0.00003124271,0.00166524,0.00006647374,0.1552447],"genre_scores_gemma":[0.9735357,0.004719713,0.0001827368,0.001775614,0.0003982305,0.00000827348,0.0002479423,0.000004612405,0.01912729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08611944,"threshold_uncertainty_score":0.1712363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01215029261299694,"score_gpt":0.1895124865828101,"score_spread":0.1773621939698131,"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."}}