{"id":"W4392560471","doi":"10.1177/00076503241235310","title":"Exploring Public Health Research for Corporate Health Policy: Insights for Business and Society Scholars","year":2024,"lang":"en","type":"article","venue":"Business & Society","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Public health; Public relations; Political science; Corporate governance; Public policy; Sociology; Business; Economics; Economic growth; Management; Medicine","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":[0.0485219,0.000881025,0.001755197,0.008420415,0.007992092,0.03079672,0.002672101,0.01271276,0.007014292],"category_scores_gemma":[0.04799514,0.0006820309,0.0009736842,0.007948192,0.03036,0.01991679,0.0118731,0.01155553,0.0005992125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578286,"about_ca_system_score_gemma":0.03752474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007892257,"about_ca_topic_score_gemma":0.008575641,"domain_scores_codex":[0.9691489,0.02526592,0.0006576813,0.0007958839,0.001750376,0.002381084],"domain_scores_gemma":[0.8500106,0.1328717,0.003548959,0.003081124,0.004838094,0.005649607],"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":[0.00001353742,0.0001584835,0.001503965,0.0003662593,0.0000164866,0.0001839877,0.006584892,0.0005697181,0.00006679448,0.9668787,0.009066687,0.01459064],"study_design_scores_gemma":[0.00002018789,0.0000315253,0.001075119,0.00172722,0.00002017283,0.00008403565,0.02915847,0.001275988,0.0001112418,0.899727,0.06674863,0.00002032552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0117118,0.0401418,0.01238628,0.8822501,0.001144598,0.0001274085,0.00008626498,0.00004038491,0.05211127],"genre_scores_gemma":[0.7845804,0.07841429,0.0249727,0.09953576,0.005330327,0.0008879415,0.0001644464,0.00007441203,0.006039712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0485219,"threshold_uncertainty_score":0.2566114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5328412630336615,"score_gpt":0.4331902827433735,"score_spread":0.09965098029028802,"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."}}