{"id":"W2174187247","doi":"10.1142/s0217590816500077","title":"ANALYZING THE TFP PERFORMANCE OF CHINESE INDUSTRIAL ENTERPRISES","year":2016,"lang":"en","type":"article","venue":"The Singapore Economic Review","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Global Affairs Canada","funders":"City University of Hong Kong","keywords":"Total factor productivity; Business; Industrial organization; Economics; Productivity; Macroeconomics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001617526,0.000140724,0.0004615202,0.00007206957,0.0001130096,0.00002395005,0.000495212,0.00004427616,0.001165151],"category_scores_gemma":[0.0001947735,0.00006800485,0.000169784,0.0002008801,0.0001429445,0.0001973588,0.00007803697,0.0001159768,0.0006673448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007243485,"about_ca_system_score_gemma":0.00003067273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003481431,"about_ca_topic_score_gemma":0.000005105171,"domain_scores_codex":[0.9986099,0.00003427871,0.0009492802,0.000214113,0.00001970806,0.0001726947],"domain_scores_gemma":[0.9984312,0.0001429153,0.0008144858,0.0005660956,0.0000197589,0.00002555969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003755463,0.00004584117,0.7974268,0.0004625047,0.0002019819,5.259055e-7,0.000204874,0.000012379,0.0000407523,0.08140217,0.01936776,0.1007969],"study_design_scores_gemma":[0.001843684,0.0001896444,0.1386635,0.003139328,0.00006452015,0.00002838508,0.0000332157,0.0005090825,0.000279102,0.01887605,0.8355775,0.0007959678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420899,0.0342091,0.000101767,0.01061713,0.0006858621,0.0004128723,0.00006705126,0.00002104836,0.01179527],"genre_scores_gemma":[0.967644,0.03066995,0.00001908279,0.0005888852,0.0002373974,0.00001922313,0.000003642835,0.00001549261,0.0008022896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8162098,"threshold_uncertainty_score":0.9997479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489896478299708,"score_gpt":0.2495727226845939,"score_spread":0.2005830748546231,"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."}}