{"id":"W2164201767","doi":"10.1002/wcc.92","title":"Predicting climate change effects on wildfires requires linking processes across scales","year":2010,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Climate change; Environmental science; Climatology; Temporal scales; Scale (ratio); Geography; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001359409,0.0005826609,0.00045121,0.0007456728,0.0002504405,0.001325879,0.0004617212,0.0008097648,0.001297697],"category_scores_gemma":[0.00289796,0.0003063368,0.0007323917,0.0006524813,0.0006364026,0.002313886,0.0007343898,0.0009227518,0.0002351748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483339,"about_ca_system_score_gemma":0.0005269462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008518727,"about_ca_topic_score_gemma":0.006664078,"domain_scores_codex":[0.9997439,0.00008288419,0.00001985172,0.00007199867,0.00005747317,0.00002391136],"domain_scores_gemma":[0.99891,0.0006930496,0.0001915126,0.00009045343,0.00006731634,0.00004781463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004133089,0.00008927916,0.09876256,0.0001970046,0.0003393876,0.00007396894,0.00008435483,0.8401124,0.003936327,0.01031606,0.000633673,0.0454136],"study_design_scores_gemma":[0.00001610054,0.00009183535,0.1188304,0.00006820518,0.0001475859,0.00006661575,0.0002018276,0.8227721,0.002313534,0.05251667,0.002930147,0.00004499282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7849882,0.00851044,0.1873322,0.002132695,0.0002377785,0.0001300172,0.001306554,0.0005089898,0.0148531],"genre_scores_gemma":[0.9843512,0.004107459,0.01068761,0.00009510061,0.00006581386,0.0000305098,0.0002210561,0.000032302,0.0004090683],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008518727,"threshold_uncertainty_score":0.01693827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817044105238351,"score_gpt":0.3245602934308311,"score_spread":0.2863898523784477,"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."}}