{"id":"W4413539224","doi":"10.64628/aam.sw5sh6ejh","title":"The 2024 Jasper Fire is a grim reminder of the urgency of adopting a Canadian national wildfire strategy","year":2024,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geography; Environmental science; Forensic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006465063,0.0007423069,0.0006028406,0.001135466,0.01561463,0.008183578,0.002196058,0.02042997,0.01697722],"category_scores_gemma":[0.0172947,0.0005220324,0.001018303,0.001089816,0.006529233,0.002310497,0.003060143,0.02683637,0.00305523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03091875,"about_ca_system_score_gemma":0.1435072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9552848,"about_ca_topic_score_gemma":0.9850934,"domain_scores_codex":[0.9918147,0.0003572884,0.0001835188,0.0003903664,0.004772945,0.002481243],"domain_scores_gemma":[0.9805686,0.001540506,0.0005510004,0.0004012371,0.008372015,0.008566559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002454125,0.00001568347,0.0007278886,0.00003104566,0.00001232599,0.0001052096,0.0003540983,0.0001162318,0.0003937047,0.008612188,0.9828335,0.006773577],"study_design_scores_gemma":[0.00001319666,0.00001088021,0.00400599,0.00006245536,0.000009784271,0.00003198135,0.0009044309,0.000125673,0.000117589,0.00164704,0.9930183,0.00005283147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002604818,0.002775627,0.0004689721,0.920268,0.02536174,0.00003269477,0.0005998986,0.0001376252,0.04775059],"genre_scores_gemma":[0.03767949,0.001933159,0.002265091,0.8201392,0.004597447,0.00005487124,0.000453329,0.000166489,0.1327109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04471523,"threshold_uncertainty_score":0.2243323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009115929770214406,"score_gpt":0.2208271502600112,"score_spread":0.2117112204897968,"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."}}