{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00920781,0.0004365987,0.0008448953,0.0003816499,0.00251221,0.001543925,0.0004467013,0.0002473483,0.000007920165],"category_scores_gemma":[0.001817188,0.0003874339,0.0003467326,0.005179218,0.0004136841,0.003469293,0.0004941666,0.000549136,0.00002835626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007343825,"about_ca_system_score_gemma":0.002820692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018487,"about_ca_topic_score_gemma":0.0003619729,"domain_scores_codex":[0.9949933,0.0001105802,0.0009727733,0.001024977,0.0004896821,0.002408631],"domain_scores_gemma":[0.9957408,0.0006997362,0.000485965,0.0004448344,0.00240519,0.0002234189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002060639,0.00008449857,0.0001348361,0.009160044,0.00009424548,6.424907e-7,0.001370816,0.00008619138,0.00001842337,0.2222679,0.7448581,0.02190363],"study_design_scores_gemma":[0.0007486969,0.00003321106,0.01307449,0.0002938813,0.00001202251,0.000004461811,0.002666554,0.01615335,4.460359e-7,0.01323366,0.9534457,0.0003334669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06176848,0.006742844,0.02184212,0.9029284,0.002401544,0.003087108,0.0001233465,0.0007409641,0.0003651918],"genre_scores_gemma":[0.5912513,0.0289882,0.01474231,0.3307405,0.02737017,0.004164989,0.001554859,0.0005343506,0.0006534035],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5721879,"threshold_uncertainty_score":0.9998578,"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."}}