{"id":"W4403954005","doi":"10.1021/envhealth.4c00151","title":"Accelerating Clean Energy Transitions to Safeguard Human Health and Survival","year":2024,"lang":"en","type":"review","venue":"Environment & Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Climate change; Natural resource economics; Extreme weather; Conference of the parties; Global warming; Climate change mitigation; Global temperature; Greenhouse gas; Climate justice; Political science; Global health; Equity (law); Carbon neutrality; Development economics; Business; Environmental protection; Geography; Convention; Economic growth; Economics; Ecology; Health care","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015035,0.0006707765,0.001731916,0.0001740509,0.0008985137,0.0001032459,0.0002842903,0.0002073138,0.001737448],"category_scores_gemma":[0.000008379453,0.0005927053,0.0002231271,0.0003008854,0.0001226779,0.0001207325,0.0003952513,0.0006032269,0.001363138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002202352,"about_ca_system_score_gemma":0.0001787243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202814,"about_ca_topic_score_gemma":0.002324473,"domain_scores_codex":[0.9953727,0.0004410533,0.001212272,0.001132412,0.0005694642,0.001272083],"domain_scores_gemma":[0.9970722,0.00006858746,0.0003677011,0.0005768773,0.000001226219,0.001913453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002223075,0.00009525018,0.0000198113,0.006627135,0.00001766956,0.000009030551,0.001474066,0.000006405101,6.003929e-7,0.0002183365,0.02067946,0.97085],"study_design_scores_gemma":[0.0001207897,0.0006297746,0.000170597,0.004770958,0.00006662717,0.00002539433,0.0002075111,0.000006244883,1.488025e-7,0.00008323238,0.9934662,0.0004525094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006668922,0.9890184,0.0001630586,0.007453175,0.0002952152,0.001370846,0.0003198354,0.000112133,0.001200615],"genre_scores_gemma":[0.00007417944,0.9922123,0.0004484599,0.005279406,0.0003792903,0.0001912159,0.0005018606,0.0001430893,0.0007701752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9727867,"threshold_uncertainty_score":0.9996524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712598253334331,"score_gpt":0.4004128379529954,"score_spread":0.2291530126195623,"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."}}