{"id":"W4413635391","doi":"10.64628/aam.cpspepvwg","title":"How ‘climate mainstreaming’ can address climate change and further development goals","year":2024,"lang":"en","type":"article","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mainstreaming; Climate change; Environmental planning; Climatology; Political science; Environmental science; Environmental resource management; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287078,0.0006805015,0.0005477541,0.001132623,0.004081048,0.007854555,0.002142624,0.007757097,0.01462151],"category_scores_gemma":[0.01897766,0.000284917,0.0007372031,0.0009552959,0.01211571,0.009929609,0.010345,0.007374718,0.001442601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443705,"about_ca_system_score_gemma":0.01314743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244243,"about_ca_topic_score_gemma":0.01596374,"domain_scores_codex":[0.9915623,0.003328898,0.0003446334,0.0009548164,0.002018491,0.00179091],"domain_scores_gemma":[0.9919587,0.002553439,0.000465195,0.001147464,0.001724367,0.002150869],"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":[0.00005999306,0.0002138075,0.001436939,0.0003886666,0.00004166407,0.0002404086,0.008166404,0.001282812,0.00193135,0.8554346,0.05022242,0.08058083],"study_design_scores_gemma":[0.00003557851,0.00007167241,0.003086403,0.0003580629,0.00002765308,0.0000886167,0.004467327,0.0004804274,0.0008696576,0.6202489,0.3702248,0.00004086431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02326181,0.005150966,0.0273514,0.4764251,0.007973541,0.0001423523,0.0001561047,0.0004910389,0.4590476],"genre_scores_gemma":[0.7800789,0.00367701,0.02589585,0.1440573,0.003684413,0.0003140098,0.0002682174,0.0004054333,0.04161893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01462151,"threshold_uncertainty_score":0.06806797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0838060236988015,"score_gpt":0.2962238673361896,"score_spread":0.2124178436373881,"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."}}