{"id":"W7117138345","doi":"10.22495/cocv22i4art14","title":"Employee ownership and employee sentiment: A comparative study","year":2025,"lang":"","type":"article","venue":"Corporate Ownership and Control","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Absenteeism; Employee engagement; Shareholder; Employee research; Turnover; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001080481,0.0009764225,0.001605185,0.0004112679,0.001656237,0.00208416,0.0003681105,0.0002025863,0.0002442154],"category_scores_gemma":[0.000122257,0.0008266037,0.0001847188,0.000835915,0.0005911869,0.001149302,0.0006593064,0.0006117931,0.0001765303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009216157,"about_ca_system_score_gemma":0.0001086591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002932556,"about_ca_topic_score_gemma":0.001211772,"domain_scores_codex":[0.9961686,0.000198931,0.001045152,0.001402403,0.0002421579,0.0009428131],"domain_scores_gemma":[0.9977309,0.0002904634,0.0008124927,0.0005399715,0.0005175509,0.0001086514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001467448,0.0004954062,0.9688626,0.0004588519,0.002270513,0.0000588605,0.002745573,0.00004312632,0.0001031346,0.01008395,0.007264297,0.006146271],"study_design_scores_gemma":[0.03321247,0.0009653951,0.8059576,0.0007025374,0.005020733,0.000006554973,0.07872558,0.01074465,0.00004465968,0.01049002,0.0509863,0.003143536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733085,0.007422082,0.0001839325,0.00366836,0.001187313,0.002723291,0.00003931075,0.0001139596,0.01135327],"genre_scores_gemma":[0.9886947,0.0004385957,0.00001430373,0.003248103,0.0007070667,0.0001867296,0.0000232199,0.00004988654,0.006637356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.162905,"threshold_uncertainty_score":0.9996434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303714207481367,"score_gpt":0.2561484486606457,"score_spread":0.203111306585832,"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."}}