{"id":"W4394868647","doi":"","title":"Heat-Related Vulnerability in the Context of Climate Change","year":2015,"lang":"fr","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Climate change; Context (archaeology); Climatology; Environmental resource management; Geography; Political science; Environmental science; Computer science; Computer security; Geology; Oceanography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005565545,0.0006275258,0.001144146,0.002475273,0.0007975404,0.002295291,0.0007217756,0.0007808562,0.00279757],"category_scores_gemma":[0.0128589,0.0004249049,0.003649191,0.003745903,0.001019884,0.001323905,0.001614619,0.00112944,0.0001742402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010776,"about_ca_system_score_gemma":0.002666058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03768413,"about_ca_topic_score_gemma":0.05548136,"domain_scores_codex":[0.9957586,0.002935596,0.0002668831,0.0005505458,0.0002849957,0.000203389],"domain_scores_gemma":[0.988261,0.008758554,0.001481807,0.0006244756,0.0007085956,0.0001654651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001087294,0.0001332896,0.7495441,0.02464449,0.04310866,0.0004976866,0.008953453,0.01412551,0.001281823,0.01071381,0.004526307,0.1413835],"study_design_scores_gemma":[0.00006934282,0.0004298416,0.9234393,0.006102434,0.0198664,0.0003686735,0.004812861,0.004541832,0.001287448,0.01155026,0.02735254,0.0001792534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.693636,0.2559204,0.01919745,0.006184683,0.0009483392,0.0004646477,0.01189188,0.0001349672,0.01162173],"genre_scores_gemma":[0.9630974,0.02848145,0.004835074,0.0006113332,0.0002062444,0.0003775797,0.00153654,0.00002487969,0.0008296069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03768413,"threshold_uncertainty_score":0.07492959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836580932378974,"score_gpt":0.2637520259198343,"score_spread":0.2253862165960446,"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."}}