{"id":"W2096341171","doi":"10.17269/cjph.104.3849","title":"The Corporate Determinants of Health: How Big Business Affects Our Health, and the Need for Government Action!","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Overconsumption; Government (linguistics); Productivity; Consumption (sociology); Corporate social responsibility; Population; Health care; Marketing; Environmental health; Production (economics); Economics; Public relations; Economic growth; Medicine","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":[],"category_scores_codex":[0.012137,0.0002029644,0.0008159496,0.000223074,0.001404209,0.0004967632,0.0004548094,0.00008196511,0.000006117286],"category_scores_gemma":[0.003960354,0.0001180525,0.0001106729,0.0006134343,0.0002425518,0.0006643197,0.00004855291,0.0002753287,0.000004227498],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006149575,"about_ca_system_score_gemma":0.007207143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2464264,"about_ca_topic_score_gemma":0.119529,"domain_scores_codex":[0.9965017,0.0004390466,0.001123794,0.0001767698,0.0003110288,0.001447602],"domain_scores_gemma":[0.9934847,0.0004433244,0.00424096,0.0002818253,0.0007741977,0.0007749608],"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":[0.00002424448,0.00001745672,0.01236272,0.0008504139,0.00003686802,0.000001040525,0.000228423,0.00002007985,3.211911e-7,0.01755068,0.7141389,0.2547689],"study_design_scores_gemma":[0.001513721,0.0001499517,0.05391607,0.0001168697,0.000005741264,0.00004145755,0.008456268,0.001746391,9.404589e-8,0.001910862,0.9320294,0.0001131308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1033065,0.0027105,0.0007410099,0.8898795,0.002113329,0.001123235,0.00002201924,0.00000808729,0.00009586491],"genre_scores_gemma":[0.8861863,0.0009722406,0.0001030739,0.1110316,0.001466994,0.00004494416,0.000006608361,0.00002736117,0.0001608836],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7828798,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367247848264255,"score_gpt":0.3098108558882198,"score_spread":0.1730860710617942,"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."}}