{"id":"W4414895494","doi":"10.26481/dis.20251029gs","title":"The law and economics of employee participation in corporations","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Law Foundation of Nova Scotia","funders":"","keywords":"China; Corporation; Employee engagement; Employee research; Empirical research; Industrial relations; Empirical evidence; Labour 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":[0.002508294,0.0001476954,0.0002291284,0.0009481262,0.001884104,0.003740424,0.0004995581,0.001655504,0.00370109],"category_scores_gemma":[0.004141029,0.000201265,0.0003015915,0.0008719937,0.01055131,0.002359068,0.001922486,0.001044854,0.0001948884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005570783,"about_ca_system_score_gemma":0.003092585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139638,"about_ca_topic_score_gemma":0.00885027,"domain_scores_codex":[0.9978718,0.0009624707,0.00006291126,0.0001746615,0.0004485571,0.0004796101],"domain_scores_gemma":[0.9972672,0.001508982,0.0005585614,0.0002035368,0.0002477103,0.0002139773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001789631,0.00005079838,0.008394388,0.00002321469,0.000008846456,0.0001415977,0.001043346,0.001682044,0.0001591441,0.9811088,0.001037309,0.006332614],"study_design_scores_gemma":[0.00004224269,0.0001060795,0.0649264,0.0002417121,0.00003665337,0.000131554,0.00337573,0.009130829,0.0005211793,0.8924054,0.02903649,0.00004579056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6088986,0.003945941,0.008452159,0.01750234,0.00008069441,0.0001080391,0.0001110263,0.00002366888,0.3608775],"genre_scores_gemma":[0.9931952,0.0005988724,0.0003285735,0.0003709015,0.00005640379,0.00004301685,0.00001110608,0.000002976445,0.005393078],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01139638,"threshold_uncertainty_score":0.04041904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935154943949926,"score_gpt":0.2463017536722642,"score_spread":0.2269502042327649,"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."}}