{"id":"W2022325092","doi":"10.1002/cjas.88","title":"Structural replacement or structural inducement: government ties of Chinese business executives","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Government (linguistics); Management; Political science; Business; Humanities; Business administration; Welfare economics; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["sts"],"category_scores_codex":[0.002649668,0.0002845894,0.0004382297,0.0002812329,0.002917348,0.0004624607,0.001056784,0.0001505942,0.0003388415],"category_scores_gemma":[0.001755105,0.0002225176,0.0001379532,0.002220551,0.007159874,0.00137995,0.00001704417,0.0002549229,8.780919e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345431,"about_ca_system_score_gemma":0.01168829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01204559,"about_ca_topic_score_gemma":0.5778812,"domain_scores_codex":[0.9966868,0.0003370495,0.0008353358,0.0004037914,0.0007185708,0.001018445],"domain_scores_gemma":[0.9967738,0.0002490821,0.0009728858,0.0001469025,0.0006503736,0.001206905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009543901,0.0001269973,0.1790093,0.0001418803,0.0001450899,0.0006639252,0.556035,0.001489192,0.001679614,0.2403632,0.0006267552,0.0187647],"study_design_scores_gemma":[0.001181726,0.01927783,0.5209019,0.0006726946,0.0001143074,0.0008959841,0.3341453,0.0009063533,0.001632281,0.1170632,0.001913448,0.001294983],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836699,0.0004138342,0.00006606447,0.002084538,0.0008770784,0.0002860586,0.00006154338,0.000009239804,0.01253179],"genre_scores_gemma":[0.9969572,0.00005796606,0.001871347,0.0001785056,0.0004783954,0.00000371488,0.00000348663,0.000006450034,0.0004429414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5658356,"threshold_uncertainty_score":0.9983807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220136739835933,"score_gpt":0.3464828865129256,"score_spread":0.2642815191145663,"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."}}