{"id":"W4392922928","doi":"10.1071/wf23140","title":"Introduction to the Australian Fire Danger Rating System†","year":2024,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Rating system; Fire regime; Boreal; Geography; History; Psychology; Archaeology; Ecology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003534572,0.0006154188,0.0003848113,0.002960352,0.001068,0.002064263,0.0008222418,0.0005840381,0.01843579],"category_scores_gemma":[0.008612673,0.0003789696,0.0005276868,0.002784487,0.0005440082,0.001519741,0.001556249,0.001603345,0.007509348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003253062,"about_ca_system_score_gemma":0.003176977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1159077,"about_ca_topic_score_gemma":0.08729321,"domain_scores_codex":[0.9975346,0.0005323886,0.0003830433,0.0002789699,0.001155315,0.000115691],"domain_scores_gemma":[0.9937611,0.0006221695,0.0005964261,0.0003565638,0.004283383,0.0003802791],"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":[0.0001789456,0.0001382491,0.03637671,0.001328738,0.00004791845,0.0002606761,0.003441076,0.004506612,0.003575107,0.02446393,0.1941419,0.7315401],"study_design_scores_gemma":[0.0000194691,0.0002233236,0.1385689,0.0006788863,0.00003255501,0.0004400602,0.0008078144,0.0089083,0.001065226,0.009130445,0.8400083,0.0001168295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1209949,0.0152488,0.2572553,0.01792343,0.004379105,0.005875657,0.05658323,0.007327626,0.5144118],"genre_scores_gemma":[0.4119327,0.01403837,0.2979342,0.003821058,0.001265113,0.004192063,0.03366308,0.0009147378,0.2322387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1159077,"threshold_uncertainty_score":0.230466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00653495447883024,"score_gpt":0.2373649068620067,"score_spread":0.2308299523831764,"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."}}