{"id":"W4415585996","doi":"10.21083/crrf.v30i1.7307","title":"Health and Shared Prosperity","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Prosperity; Public health; Health promotion; Global health; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001630285,0.0002278347,0.0004416724,0.0004318332,0.00119158,0.000763823,0.0003635269,0.0001731832,0.0001205179],"category_scores_gemma":[0.003330771,0.000196987,0.0000845639,0.001646954,0.0002392577,0.001542694,0.0002046804,0.0001690526,0.00001676661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009204941,"about_ca_system_score_gemma":0.001347824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3007789,"about_ca_topic_score_gemma":0.07205088,"domain_scores_codex":[0.9979721,0.00002133831,0.0008485927,0.0003059642,0.0002643965,0.0005875868],"domain_scores_gemma":[0.9972556,0.00002176514,0.0009433613,0.0001378401,0.001505424,0.0001359626],"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":[0.0000103598,0.00001564498,0.1083716,0.003408255,0.00003140804,1.689655e-8,0.000111159,0.00001564621,0.000006906662,0.597357,0.2792881,0.01138384],"study_design_scores_gemma":[0.0003901811,0.00001724638,0.05858373,0.001128443,0.00007232307,0.000002109889,0.0005117215,0.01393088,0.000002003425,0.01439297,0.9107764,0.0001920124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1324739,0.004340218,0.000035462,0.7752036,0.002675745,0.004628128,0.00003720208,0.00006394149,0.08054178],"genre_scores_gemma":[0.9581331,0.000520012,0.0000345011,0.04010104,0.0002459312,0.00003871424,0.00009332788,0.00001562126,0.0008177329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8256593,"threshold_uncertainty_score":0.9448818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776431984883048,"score_gpt":0.2831005875825422,"score_spread":0.2653362677337117,"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."}}