{"id":"W7117704887","doi":"10.3390/ijerph23010065","title":"Climate Change Policies and Social Inequalities in the Transport, Infrastructure and Health Sectors: A Scoping Review Protocol","year":2025,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Université Laval; Université de Montréal","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Poverty; Inequality; Health equity; Sustainable development; Political economy of climate change; Social inequality; Social determinants of health; Conceptual framework","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1315976,0.003293972,0.007473107,0.02280674,0.005634089,0.008792938,0.006590952,0.01019854,0.05569138],"category_scores_gemma":[0.1274036,0.003971885,0.0109703,0.01792941,0.005590394,0.006893424,0.007866448,0.006039791,0.01148968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0175542,"about_ca_system_score_gemma":0.1119495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008465336,"about_ca_topic_score_gemma":0.01700681,"domain_scores_codex":[0.9451317,0.02123667,0.02013296,0.003488673,0.007588625,0.002421292],"domain_scores_gemma":[0.9072839,0.03834392,0.01122307,0.007095023,0.03336495,0.002689153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002593417,0.0005246622,0.00147727,0.7432889,0.0009990839,0.001757146,0.008450944,0.002309272,0.002567439,0.02900198,0.08185304,0.1251769],"study_design_scores_gemma":[0.003056556,0.0007656785,0.003724887,0.6096002,0.001949109,0.000498439,0.005183175,0.0007004571,0.001544894,0.01137528,0.3613248,0.0002764836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004165986,0.00245774,0.00233267,0.001348646,0.0003630648,0.9847676,0.006283385,0.00006700037,0.001963294],"genre_scores_gemma":[0.0005384489,0.003181949,0.007055403,0.0003169375,0.00004303567,0.9872106,0.0008764657,0.000007025205,0.0007700624],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1315976,"threshold_uncertainty_score":0.6959628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2390083297061452,"score_gpt":0.5007038527763925,"score_spread":0.2616955230702473,"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."}}