{"id":"W2013438133","doi":"10.1007/s10745-014-9671-7","title":"Solar Irradiance, Survival and Longevity in a Pre-industrial Human Population","year":2014,"lang":"en","type":"article","venue":"Human Ecology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"National Oceanic and Atmospheric Administration","keywords":"Longevity; Population; Irradiance; Biology; Demography; Sociology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005049208,0.0000875212,0.0001810783,0.00004805489,0.0001959315,0.00001443299,0.00007803423,0.0001438692,0.001528466],"category_scores_gemma":[0.00005678381,0.00009093792,0.00001402647,0.00007048556,0.00008744144,0.0001159751,0.00008470489,0.0001554521,0.00008866147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481308,"about_ca_system_score_gemma":0.000003052429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367651,"about_ca_topic_score_gemma":0.08777674,"domain_scores_codex":[0.9990218,0.0001408508,0.0001935361,0.0002306491,0.00007978534,0.0003334168],"domain_scores_gemma":[0.9996204,0.00005306322,0.00007304178,0.0001338525,0.000001941291,0.000117712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009450486,0.00004466303,0.9955446,0.000007716382,8.02333e-7,0.00000297385,0.0003680699,0.00001617732,0.0003803836,0.0003300901,0.000775257,0.00251988],"study_design_scores_gemma":[0.0007222773,0.0002134027,0.9951735,0.000006864713,0.000003607845,0.000002977521,0.00001817568,0.0001205162,0.000009153664,0.002349547,0.001288126,0.00009183461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955143,0.000005437355,0.000002450198,0.0002989341,0.0001593295,0.0002167542,0.000002478035,0.00001853403,0.003781742],"genre_scores_gemma":[0.9993289,0.000007068571,0.00001638863,0.0002495742,0.0001770477,0.000009054664,0.00002319401,0.000008513786,0.0001802862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08540908,"threshold_uncertainty_score":0.9993843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08779538389317817,"score_gpt":0.3314201239839171,"score_spread":0.243624740090739,"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."}}