{"id":"W3091702793","doi":"","title":"A Synoptic Climatological Approach to Assess Possible Impacts of Climate Change on Human Mortality in South Central Canada","year":2003,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Climatology; Geography; Environmental science; Meteorology; Oceanography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001052364,0.0002908089,0.0004582353,0.0000788202,0.0001721814,0.0000383955,0.000258574,0.0001473159,0.00003090657],"category_scores_gemma":[0.0004747723,0.0002602239,0.00005599232,0.0003666053,0.00006664167,0.000144263,0.0001057382,0.0003209129,0.0000423686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005438266,"about_ca_system_score_gemma":0.00007399089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5383441,"about_ca_topic_score_gemma":0.7275745,"domain_scores_codex":[0.996618,0.0001530207,0.0006848144,0.0005260951,0.0005927267,0.001425357],"domain_scores_gemma":[0.998486,0.000139232,0.0003097546,0.0003711859,0.00001439145,0.0006794717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002414224,0.0003418933,0.9948825,0.0001616224,0.000004577347,0.00006392025,0.00167316,0.001989154,0.0005261641,0.0001138043,0.0001162216,0.000102885],"study_design_scores_gemma":[0.0003954074,0.0001515677,0.9972079,0.0002596159,0.000013472,0.00001039544,0.0007403728,0.00009815615,0.0007461075,0.00004581936,0.00005419914,0.0002770062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319475,0.00002446682,6.24017e-7,0.0001029576,0.0001197354,0.0005691442,0.00004505263,0.000031829,0.06715865],"genre_scores_gemma":[0.9984331,0.00003036767,0.0004461256,0.0009569055,0.00003902478,0.00004178888,0.00002015571,0.00002556273,0.000007020467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1892304,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443710658098708,"score_gpt":0.3378417491047986,"score_spread":0.1934706832949279,"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."}}