{"id":"W4224936427","doi":"10.1111/geb.13514","title":"Warmer and drier conditions have increased the potential for large and severe fire seasons across south‐eastern Australia","year":2022,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Environmental science; Temperate climate; Fire regime; Climate change; Geography; Extreme weather; Climatology; Ecology; Ecosystem; Biology","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":[0.0002338795,0.00009860942,0.00008946298,0.0003376873,0.0003381093,0.0002995104,0.0001410036,0.0001069415,0.0009500567],"category_scores_gemma":[0.0005214705,0.0001003327,0.0001690095,0.0003828946,0.0002010632,0.0002616055,0.0003236126,0.000160676,0.00006053717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000537113,"about_ca_system_score_gemma":0.0003395485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07204607,"about_ca_topic_score_gemma":0.1734186,"domain_scores_codex":[0.9998778,0.00002964236,0.00001236276,0.00003629843,0.00002343138,0.00002035499],"domain_scores_gemma":[0.9996963,0.00003259434,0.0001394859,0.00001709251,0.00007000894,0.00004464458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003587829,0.00002124527,0.9823976,0.0000549683,0.00008517327,0.0001440645,0.0008954555,0.0007419213,0.004262205,0.000138247,0.0001598831,0.01106356],"study_design_scores_gemma":[4.999728e-7,0.000006044576,0.9993762,0.000003307909,0.00000407585,0.00002041642,0.0001245697,0.0002233985,0.00005486976,0.00001631687,0.0001695589,7.704159e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992581,0.00006993803,0.0001336924,0.00002942363,0.000001442841,0.000002509593,0.00006611441,0.000002639993,0.0004362105],"genre_scores_gemma":[0.9995804,0.00004849972,0.0001361827,0.000008362529,0.000001333112,0.000002551359,0.00003828055,5.73231e-7,0.0001838513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07204607,"threshold_uncertainty_score":0.1432534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005521284226086278,"score_gpt":0.2374089509930684,"score_spread":0.2318876667669822,"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."}}