{"id":"W2792900825","doi":"","title":"Assessment of Heat Warning and Information Systems in Canada","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; History","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":[0.002803384,0.0005393084,0.0003899626,0.002083,0.001862129,0.003309161,0.001215706,0.0005765384,0.002644933],"category_scores_gemma":[0.0098344,0.0003037986,0.0005714319,0.003221418,0.0006437037,0.001049842,0.0009315547,0.0007362858,0.00022068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08879083,"about_ca_system_score_gemma":0.09695801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981248,"about_ca_topic_score_gemma":0.9984887,"domain_scores_codex":[0.9970529,0.0003577383,0.00008265053,0.0001326999,0.001889837,0.0004841967],"domain_scores_gemma":[0.9890793,0.000958604,0.0002712263,0.0001319594,0.008947835,0.0006110646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148003,0.0004873547,0.5120439,0.0004987469,0.000659123,0.0004217185,0.001061365,0.3061267,0.002289581,0.02562418,0.03167439,0.1176329],"study_design_scores_gemma":[0.0002036569,0.0003214867,0.5839146,0.0001624328,0.000434538,0.00005811972,0.003019111,0.3747648,0.002941092,0.002503322,0.03153674,0.0001401457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340488,0.001433343,0.002781943,0.003828162,0.00007808995,0.000359693,0.01273231,0.0002007597,0.04453697],"genre_scores_gemma":[0.9848252,0.0003901527,0.0019944,0.0001349822,0.00000630646,0.00003322335,0.003001225,0.00001748955,0.009596988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08879083,"threshold_uncertainty_score":0.6442255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005352342831386287,"score_gpt":0.2269046012612867,"score_spread":0.2215522584299004,"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."}}