{"id":"W4399260999","doi":"10.5864/d2024-006","title":"Climate change and drinking water: exploring resilience to wildfire in the BC Southern Interior","year":2024,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health","funders":"","keywords":"Resilience (materials science); Climate change; Geography; Environmental science; Physical geography; Environmental resource management; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001862953,0.000210063,0.0002898468,0.00003789728,0.000165956,0.00005339119,0.0002992895,0.00002789509,0.0004234555],"category_scores_gemma":[0.000008311807,0.0001306194,0.0000498825,0.0001731813,0.00007797047,0.0003301825,0.0003816414,0.0002184707,0.004476102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004059181,"about_ca_system_score_gemma":0.000002643795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007298461,"about_ca_topic_score_gemma":0.0003792557,"domain_scores_codex":[0.9978374,0.0003098549,0.000415582,0.0005220457,0.0003415908,0.0005735209],"domain_scores_gemma":[0.9994,0.00006253483,0.00004437204,0.0003405442,1.674094e-7,0.0001523781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005935984,0.00003395481,0.02105646,0.002795957,0.000002742527,0.00005625269,0.01494468,0.000001795139,0.0006336063,0.000009558724,0.0003668281,0.9600922],"study_design_scores_gemma":[0.0004283023,0.001016136,0.1777674,0.0564211,0.00004813728,0.0003906799,0.003132172,0.00155422,0.0003868379,0.00006163423,0.757543,0.001250333],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190534,0.07027683,0.00001007542,0.007673065,0.000286079,0.002333195,0.00001293131,0.00005786398,0.0002965845],"genre_scores_gemma":[0.9350305,0.0581696,0.00008587346,0.005754751,0.00006817676,0.0007941682,0.000008224751,0.00003118538,0.00005748143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9588419,"threshold_uncertainty_score":0.996299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061960551923632,"score_gpt":0.2820354561789529,"score_spread":0.2414158506597165,"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."}}